{
  "study_id": 16,
  "specification_id": "S16-P007",
  "source_specification_id": "GIFT-F5A-LOGIMR-CSA-WHITE",
  "role": "active_comparison",
  "published_source_location": "Main Figure5a",
  "outcome_label": "",
  "outcome_variable": "",
  "treatment_label": "",
  "unit_fixed_effects": "",
  "time_fixed_effects": "",
  "allowed_adjustments": "",
  "published_weights": "",
  "published_clustering": "",
  "panel_structure": "aggregate_county_panel",
  "design": "panel",
  "descriptive_metadata_status": "recorded_source_fields",
  "title": "The Gift of a Lifetime",
  "status": "ready",
  "reason": "",
  "config": "analyses/full-archive/configs/S16-P007.json",
  "input_bytes": 25693,
  "specification_type": "scalar",
  "run_status": "completed",
  "expanded_status": "processed",
  "expanded_reason": null,
  "regression_result": {
    "schema": "did-replication-v2",
    "config": {
      "outcomes": [
        "y"
      ],
      "treatments": [
        "d"
      ],
      "unit": "unit",
      "time": "time",
      "cluster": "cluster",
      "covariates": [],
      "baseline_by_time": [],
      "weight": "weight",
      "period_step": 1,
      "period_values": null,
      "display_window": [
        -10,
        10
      ],
      "seed": 20261008,
      "panelview_max_units": 100,
      "test_mode": "classical",
      "test_horizon": null,
      "post_horizon": null,
      "post_weighting": "observations",
      "sample_query": null,
      "reversal_policy": "drop_post_untreated",
      "labels": {},
      "allow_repeated_cells": true,
      "time_fe": null,
      "unit_fe": null,
      "frequency_weights": false,
      "source_sd": null,
      "require_never_control_periods": false,
      "latest_cohort_control": true,
      "slug": "s16-p007",
      "specification_id": "S16-P007",
      "source_specification_id": "GIFT-F5A-LOGIMR-CSA-WHITE",
      "study_id": 16,
      "study": "The Gift of a Lifetime",
      "citation": "Hollingsworth et al. (2024), AER. https://doi.org/10.1257/aer.20230008",
      "description": "GIFT-F5A-LOGIMR-CSA-WHITE",
      "data": "analyses/full-archive/prepared/S16-P007.parquet",
      "output_dir": "analyses/full-archive/results/S16-P007"
    },
    "source": {
      "file": "S16-P007.parquet",
      "bytes": 25693,
      "sha256": "824984388d9978fa18594999e3d87d17d7471ca3c4aa1db2850c68591e8d7599"
    },
    "versions": {
      "pyfixest": "0.60.0",
      "polars": "2.0.0",
      "duckreg": "0.4.1",
      "numpy": "2.5.3",
      "pandas": "3.0.6"
    },
    "specifications": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 2095,
          "source_sd": 0.4348217431807333,
          "rows": 2095,
          "units": 100,
          "clusters": 100,
          "treated_units": 48,
          "never_treated_units": 52,
          "treated_cohorts": 12,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 2095,
          "unsupported_prediction_rows_removed": 0,
          "rows_without_never_control_time_fe_removed": 0,
          "initially_treated_units_removed": 0,
          "post_adoption_untreated_rows_removed": 0,
          "units_without_minus_one_removed": 0,
          "additional_rows_removed": 0
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": -0.13393435538949477,
            "se": 0.07746547289023309,
            "pvalue": 0.08693426308007908,
            "lower": -0.28764265986095333,
            "upper": 0.019773949081963782
          },
          {
            "method": "Dynamic TWFE",
            "estimate": -0.21405708670201215,
            "se": 0.09714907162482041,
            "pvalue": 0.029885798123418617,
            "lower": -0.4068219214508638,
            "upper": -0.021292251953160507
          },
          {
            "method": "BJS / did2s",
            "estimate": -0.2364917201048447,
            "se": 0.08747063388282666,
            "pvalue": 0.008072873825271916,
            "lower": -0.4100524346211586,
            "upper": -0.06293100558853079
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": -0.23839113430397812,
            "se": 0.11213712450259213,
            "pvalue": 0.03599998880567586,
            "lower": -0.460895517644178,
            "upper": -0.015886750963778257
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -18,
              "estimate": 0.38840012270035873,
              "se": 0.34063347105476954,
              "pvalue": 0.25694198982510746,
              "lower": -0.2874905848442362,
              "upper": 1.0642908302449536
            },
            {
              "event_time": -17,
              "estimate": 0.3720012741965717,
              "se": 0.2551170568702593,
              "pvalue": 0.14796185127076705,
              "lower": -0.13420631468423283,
              "upper": 0.8782088630773762
            },
            {
              "event_time": -16,
              "estimate": -0.42694758374195607,
              "se": 0.44879713967415497,
              "pvalue": 0.34376111926059927,
              "lower": -1.3174584761069115,
              "upper": 0.4635633086229992
            },
            {
              "event_time": -15,
              "estimate": 0.13163335964794984,
              "se": 0.4508910932256062,
              "pvalue": 0.7709430241714709,
              "lower": -0.7630323908496296,
              "upper": 1.0262991101455292
            },
            {
              "event_time": -14,
              "estimate": 0.3794220136927384,
              "se": 0.35081744623748756,
              "pvalue": 0.2820858250948877,
              "lower": -0.3166759100439409,
              "upper": 1.0755199374294178
            },
            {
              "event_time": -13,
              "estimate": -0.15427453009223355,
              "se": 0.1930961325055372,
              "pvalue": 0.4262308982132582,
              "lower": -0.5374191494954974,
              "upper": 0.22887008931103034
            },
            {
              "event_time": -12,
              "estimate": -0.09062269004647043,
              "se": 0.17560716359649572,
              "pvalue": 0.6069677342706987,
              "lower": -0.43906540087464646,
              "upper": 0.25782002078170557
            },
            {
              "event_time": -11,
              "estimate": -0.29696944177892476,
              "se": 0.19192172640653504,
              "pvalue": 0.12497053690517636,
              "lower": -0.6777837846925021,
              "upper": 0.0838449011346526
            },
            {
              "event_time": -10,
              "estimate": -0.22591814034517263,
              "se": 0.19147396587204735,
              "pvalue": 0.24087155595357065,
              "lower": -0.6058440292159681,
              "upper": 0.15400774852562285
            },
            {
              "event_time": -9,
              "estimate": 0.17528796323551654,
              "se": 0.23161931756854998,
              "pvalue": 0.45097097468491604,
              "lower": -0.284295012998878,
              "upper": 0.634870939469911
            },
            {
              "event_time": -8,
              "estimate": 0.08191635792676231,
              "se": 0.15656782915147432,
              "pvalue": 0.6020038734209757,
              "lower": -0.22874818274867903,
              "upper": 0.3925808986022037
            },
            {
              "event_time": -7,
              "estimate": 0.07869310734495756,
              "se": 0.1568231924898494,
              "pvalue": 0.6169258172326822,
              "lower": -0.23247812959530134,
              "upper": 0.38986434428521644
            },
            {
              "event_time": -6,
              "estimate": -0.053234936839307204,
              "se": 0.13001372344862458,
              "pvalue": 0.6830893933955468,
              "lower": -0.3112103708449365,
              "upper": 0.20474049716632214
            },
            {
              "event_time": -5,
              "estimate": -0.029639963525049814,
              "se": 0.12366783116719245,
              "pvalue": 0.8110785243320259,
              "lower": -0.27502377049292015,
              "upper": 0.2157438434428205
            },
            {
              "event_time": -4,
              "estimate": -0.03191308220102713,
              "se": 0.11131272479151746,
              "pvalue": 0.7749430859200266,
              "lower": -0.2527816776596297,
              "upper": 0.18895551325757548
            },
            {
              "event_time": -3,
              "estimate": 0.0478908610289557,
              "se": 0.09418691915579452,
              "pvalue": 0.6122576737146582,
              "lower": -0.13899642057767123,
              "upper": 0.23477814263558264
            },
            {
              "event_time": -2,
              "estimate": 0.014150324432309068,
              "se": 0.08955919959382969,
              "pvalue": 0.8747788826418864,
              "lower": -0.16355455757227916,
              "upper": 0.1918552064368973
            },
            {
              "event_time": 0,
              "estimate": -0.04704997955179736,
              "se": 0.06944630809149423,
              "pvalue": 0.49966804524261166,
              "lower": -0.18484652129203316,
              "upper": 0.09074656218843845
            },
            {
              "event_time": 1,
              "estimate": -0.00231076824139982,
              "se": 0.08861738491323763,
              "pvalue": 0.9792493776706129,
              "lower": -0.17814688559150435,
              "upper": 0.17352534910870474
            },
            {
              "event_time": 2,
              "estimate": -0.05056801424782342,
              "se": 0.10014889332651992,
              "pvalue": 0.6147313223926593,
              "lower": -0.24928514606892407,
              "upper": 0.14814911757327723
            },
            {
              "event_time": 3,
              "estimate": -0.10985573812039849,
              "se": 0.1026396760070013,
              "pvalue": 0.2870846478983279,
              "lower": -0.3135151231588281,
              "upper": 0.09380364691803116
            },
            {
              "event_time": 4,
              "estimate": -0.16388772540515462,
              "se": 0.114871649616315,
              "pvalue": 0.15681171107924144,
              "lower": -0.3918179998305422,
              "upper": 0.06404254902023299
            },
            {
              "event_time": 5,
              "estimate": -0.16512527366730317,
              "se": 0.11821483742863131,
              "pvalue": 0.16559002677511114,
              "lower": -0.39968915802222593,
              "upper": 0.06943861068761956
            },
            {
              "event_time": 6,
              "estimate": -0.13474600451776417,
              "se": 0.12486348383290025,
              "pvalue": 0.28314457099241164,
              "lower": -0.3825022457731414,
              "upper": 0.11301023673761304
            },
            {
              "event_time": 7,
              "estimate": -0.21980868325440983,
              "se": 0.13311135762908408,
              "pvalue": 0.10184315482784027,
              "lower": -0.4839304955107204,
              "upper": 0.044313129001900764
            },
            {
              "event_time": 8,
              "estimate": -0.29562993676775723,
              "se": 0.12917046699659013,
              "pvalue": 0.024223118439303692,
              "lower": -0.5519321670267252,
              "upper": -0.03932770650878925
            },
            {
              "event_time": 9,
              "estimate": -0.3205246964859063,
              "se": 0.15706341447497305,
              "pvalue": 0.04393903863625597,
              "lower": -0.6321725859611913,
              "upper": -0.008876807010621324
            },
            {
              "event_time": 10,
              "estimate": -0.16846773376589386,
              "se": 0.1575482586597438,
              "pvalue": 0.2875308450449338,
              "lower": -0.48107765929147905,
              "upper": 0.14414219175969134
            },
            {
              "event_time": 11,
              "estimate": -0.4359815810250938,
              "se": 0.1739220782653816,
              "pvalue": 0.013812443781059692,
              "lower": -0.7810807169744036,
              "upper": -0.09088244507578402
            },
            {
              "event_time": 12,
              "estimate": -0.346772801388342,
              "se": 0.18607484954416478,
              "pvalue": 0.06533886701429137,
              "lower": -0.7159856721177659,
              "upper": 0.022440069341081892
            },
            {
              "event_time": 13,
              "estimate": -0.42168054049379033,
              "se": 0.22481255800134847,
              "pvalue": 0.06364315562892929,
              "lower": -0.8677574290095706,
              "upper": 0.024396348021989922
            },
            {
              "event_time": 14,
              "estimate": -0.7741561550462993,
              "se": 0.24827704113130603,
              "pvalue": 0.0023834437294274623,
              "lower": -1.2667916687487548,
              "upper": -0.28152064134384375
            },
            {
              "event_time": 15,
              "estimate": -1.0687742617919411,
              "se": 0.1776745588942906,
              "pvalue": 3.028532759561709e-08,
              "lower": -1.4213191334156319,
              "upper": -0.7162293901682505
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -18,
              "estimate": 0.4281113592496882,
              "se": 0.3777194241359101,
              "pvalue": 0.25977898778867636,
              "lower": -0.3213659250642443,
              "upper": 1.1775886435636207
            },
            {
              "event_time": -17,
              "estimate": 0.46640876417442956,
              "se": 0.26507036568754516,
              "pvalue": 0.0815705875224567,
              "lower": -0.05954834878600812,
              "upper": 0.9923658771348672
            },
            {
              "event_time": -16,
              "estimate": -0.3146947125182589,
              "se": 0.31071869001932323,
              "pvalue": 0.3136264182799259,
              "lower": -0.9312280044293253,
              "upper": 0.3018385793928075
            },
            {
              "event_time": -15,
              "estimate": 0.20856980743708395,
              "se": 0.3298917826483551,
              "pvalue": 0.5286894249571314,
              "lower": -0.44600705988284417,
              "upper": 0.8631466747570121
            },
            {
              "event_time": -14,
              "estimate": 0.3401067385109539,
              "se": 0.26798084560019125,
              "pvalue": 0.20736475290930284,
              "lower": -0.19162539802940787,
              "upper": 0.8718388750513157
            },
            {
              "event_time": -13,
              "estimate": -0.11567514811384332,
              "se": 0.09205942818410343,
              "pvalue": 0.21188181397396888,
              "lower": -0.2983410260700937,
              "upper": 0.06699072984240707
            },
            {
              "event_time": -12,
              "estimate": -0.04524692483974951,
              "se": 0.094360434259587,
              "pvalue": 0.632632307461997,
              "lower": -0.23247849805667775,
              "upper": 0.14198464837717872
            },
            {
              "event_time": -11,
              "estimate": -0.2370153010742199,
              "se": 0.10219814820137847,
              "pvalue": 0.022440817243217726,
              "lower": -0.43979859915613595,
              "upper": -0.034232002992303806
            },
            {
              "event_time": -10,
              "estimate": -0.13763719144331316,
              "se": 0.1390017945882213,
              "pvalue": 0.3244987160469283,
              "lower": -0.4134469085661949,
              "upper": 0.13817252567956861
            },
            {
              "event_time": -9,
              "estimate": 0.21793745509274945,
              "se": 0.14871977513736281,
              "pvalue": 0.14597423224777475,
              "lower": -0.07715484377092605,
              "upper": 0.5130297539564249
            },
            {
              "event_time": -8,
              "estimate": 0.09610066383263544,
              "se": 0.0874898680991175,
              "pvalue": 0.27468513868914946,
              "lower": -0.07749821554169323,
              "upper": 0.2696995432069641
            },
            {
              "event_time": -7,
              "estimate": 0.0789094623452858,
              "se": 0.0697985727575005,
              "pvalue": 0.26098392017864686,
              "lower": -0.05958604891668458,
              "upper": 0.2174049736072562
            },
            {
              "event_time": -6,
              "estimate": -0.06114469542427944,
              "se": 0.06846321313193748,
              "pvalue": 0.3739679241623006,
              "lower": -0.1969905634807436,
              "upper": 0.0747011726321847
            },
            {
              "event_time": -5,
              "estimate": -0.01652460900122073,
              "se": 0.06641631327364425,
              "pvalue": 0.8040282312837899,
              "lower": -0.14830898366065964,
              "upper": 0.11525976565821817
            },
            {
              "event_time": -4,
              "estimate": -0.032097722067620446,
              "se": 0.05309691387437403,
              "pvalue": 0.5468862496199064,
              "lower": -0.1374535186540774,
              "upper": 0.07325807451883652
            },
            {
              "event_time": -3,
              "estimate": 0.027085824042040112,
              "se": 0.04417202866140467,
              "pvalue": 0.5411572472197557,
              "lower": -0.0605610640138801,
              "upper": 0.11473271209796033
            },
            {
              "event_time": -2,
              "estimate": -0.01182250689344919,
              "se": 0.05440147446321997,
              "pvalue": 0.8284065350946064,
              "lower": -0.11976683471466583,
              "upper": 0.09612182092776746
            },
            {
              "event_time": -1,
              "estimate": -0.006870974739308006,
              "se": 0.06023723699279251,
              "pvalue": 0.9094170865980054,
              "lower": -0.12639472149713532,
              "upper": 0.11265277201851931
            },
            {
              "event_time": 0,
              "estimate": -0.06911271652559257,
              "se": 0.08755660786445278,
              "pvalue": 0.4317944924349539,
              "lower": -0.24284402207364442,
              "upper": 0.10461858902245925
            },
            {
              "event_time": 1,
              "estimate": -0.01863738891972891,
              "se": 0.09221914659369954,
              "pvalue": 0.8402541193584897,
              "lower": -0.20162018285178032,
              "upper": 0.1643454050123225
            },
            {
              "event_time": 2,
              "estimate": -0.08015801830801395,
              "se": 0.10456114238089313,
              "pvalue": 0.4451353613374768,
              "lower": -0.287630009497423,
              "upper": 0.12731397288139515
            },
            {
              "event_time": 3,
              "estimate": -0.1658297870833144,
              "se": 0.11071997200629137,
              "pvalue": 0.13738240159600018,
              "lower": -0.38552223241737127,
              "upper": 0.05386265825074252
            },
            {
              "event_time": 4,
              "estimate": -0.23257968326568343,
              "se": 0.127129094513128,
              "pvalue": 0.07033803083206909,
              "lower": -0.4848313876384638,
              "upper": 0.019672021107096954
            },
            {
              "event_time": 5,
              "estimate": -0.22694619463058133,
              "se": 0.12854751643405904,
              "pvalue": 0.08056882913042922,
              "lower": -0.48201235582337487,
              "upper": 0.02811996656221219
            },
            {
              "event_time": 6,
              "estimate": -0.13960491125330504,
              "se": 0.13480655789471577,
              "pvalue": 0.30291440891138954,
              "lower": -0.40709036861301584,
              "upper": 0.12788054610640576
            },
            {
              "event_time": 7,
              "estimate": -0.24970361322765722,
              "se": 0.13446327482723583,
              "pvalue": 0.06627851970478948,
              "lower": -0.5165079225056817,
              "upper": 0.017100696050367292
            },
            {
              "event_time": 8,
              "estimate": -0.3828193764020866,
              "se": 0.127773502951125,
              "pvalue": 0.003455992914269235,
              "lower": -0.6363497269212859,
              "upper": -0.12928902588288727
            },
            {
              "event_time": 9,
              "estimate": -0.38491383114395394,
              "se": 0.15179230850808154,
              "pvalue": 0.012783551379620721,
              "lower": -0.6861027028061244,
              "upper": -0.08372495948178343
            },
            {
              "event_time": 10,
              "estimate": -0.201283695935677,
              "se": 0.1466579859608671,
              "pvalue": 0.17301859602828248,
              "lower": -0.49228495776475223,
              "upper": 0.08971756589339827
            },
            {
              "event_time": 11,
              "estimate": -0.49448559186766705,
              "se": 0.15239548514285078,
              "pvalue": 0.0016038039280218486,
              "lower": -0.7968712968333476,
              "upper": -0.19209988690198654
            },
            {
              "event_time": 12,
              "estimate": -0.34968517139395294,
              "se": 0.19023042804902326,
              "pvalue": 0.069028574366947,
              "lower": -0.7271436114363652,
              "upper": 0.02777326864845925
            },
            {
              "event_time": 13,
              "estimate": -0.2743869550529182,
              "se": 0.19425292814937303,
              "pvalue": 0.16093162799802685,
              "lower": -0.6598269079822026,
              "upper": 0.11105299787636608
            },
            {
              "event_time": 14,
              "estimate": -0.6343553609327525,
              "se": 0.19177158913195813,
              "pvalue": 0.0013112289728886845,
              "lower": -1.0148717989210494,
              "upper": -0.2538389229444556
            },
            {
              "event_time": 15,
              "estimate": -0.5636677819291522,
              "se": 0.11915672903382421,
              "pvalue": 7.44722345431033e-06,
              "lower": -0.8001005835736557,
              "upper": -0.3272349802846488
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -18,
              "estimate": 0.23027003571721283,
              "se": 0.24484736309008442,
              "pvalue": 0.3492688941284957,
              "lower": -0.25556025267736715,
              "upper": 0.7161003241117928
            },
            {
              "event_time": -17,
              "estimate": 0.24486426655481772,
              "se": 0.4956365075279176,
              "pvalue": 0.6223723118791491,
              "lower": -0.7385860935071652,
              "upper": 1.2283146266168006
            },
            {
              "event_time": -16,
              "estimate": -0.6338255467975593,
              "se": 0.6338108420782134,
              "pvalue": 0.31973730305974335,
              "lower": -1.8914437637484118,
              "upper": 0.6237926701532932
            },
            {
              "event_time": -15,
              "estimate": 0.01280963596177244,
              "se": 0.5543170313540354,
              "pvalue": 0.9816099504457977,
              "lower": -1.0870756142039641,
              "upper": 1.112694886127509
            },
            {
              "event_time": -14,
              "estimate": 0.5381291552157295,
              "se": 0.20430132325289838,
              "pvalue": 0.009793708382641236,
              "lower": 0.13275100638579224,
              "upper": 0.9435073040456667
            },
            {
              "event_time": -13,
              "estimate": 0.0025919955662211808,
              "se": 0.17916387987156412,
              "pvalue": 0.9884863805731468,
              "lower": -0.35290801198692884,
              "upper": 0.3580920031193712
            },
            {
              "event_time": -12,
              "estimate": 0.014619801755706568,
              "se": 0.19636560727033645,
              "pvalue": 0.9408010071123489,
              "lower": -0.37501216489865596,
              "upper": 0.40425176841006916
            },
            {
              "event_time": -11,
              "estimate": -0.21047544060876977,
              "se": 0.21518818481640048,
              "pvalue": 0.33040924629012897,
              "lower": -0.6374554847025824,
              "upper": 0.2165046034850429
            },
            {
              "event_time": -10,
              "estimate": -0.20300672314365265,
              "se": 0.17218302702310886,
              "pvalue": 0.2412172031538416,
              "lower": -0.5446552041383674,
              "upper": 0.13864175785106214
            },
            {
              "event_time": -9,
              "estimate": 0.2162242876124139,
              "se": 0.1585741588964483,
              "pvalue": 0.17580091328738912,
              "lower": -0.0984212465534769,
              "upper": 0.5308698217783048
            },
            {
              "event_time": -8,
              "estimate": 0.12587925640454628,
              "se": 0.1544987905570059,
              "pvalue": 0.4171660203713139,
              "lower": -0.18067986281826431,
              "upper": 0.4324383756273569
            },
            {
              "event_time": -7,
              "estimate": 0.1401961160517622,
              "se": 0.14206668062575087,
              "pvalue": 0.3261301319183533,
              "lower": -0.14169499990146633,
              "upper": 0.4220872320049907
            },
            {
              "event_time": -6,
              "estimate": -0.029460361982599537,
              "se": 0.12179645378151291,
              "pvalue": 0.8093719793933716,
              "lower": -0.27113095021898903,
              "upper": 0.21221022625378996
            },
            {
              "event_time": -5,
              "estimate": -0.03121588543560634,
              "se": 0.11213683155759337,
              "pvalue": 0.7813065034495653,
              "lower": -0.2537196875093738,
              "upper": 0.19128791663816114
            },
            {
              "event_time": -4,
              "estimate": -0.020830815128161498,
              "se": 0.0920480581446328,
              "pvalue": 0.8214318138028924,
              "lower": -0.20347413245935408,
              "upper": 0.16181250220303106
            },
            {
              "event_time": -3,
              "estimate": 0.02249685974158775,
              "se": 0.09803127003375425,
              "pvalue": 0.8189642145634798,
              "lower": -0.17201844804493302,
              "upper": 0.2170121675281085
            },
            {
              "event_time": -2,
              "estimate": -0.016792572433340702,
              "se": 0.09700785036571576,
              "pvalue": 0.8629220942517191,
              "lower": -0.20927719356595254,
              "upper": 0.17569204869927113
            },
            {
              "event_time": 0,
              "estimate": -0.04142145546461656,
              "se": 0.07798383503016744,
              "pvalue": 0.5965014799775943,
              "lower": -0.19615830288119346,
              "upper": 0.11331539195196033
            },
            {
              "event_time": 1,
              "estimate": -0.009502229853882733,
              "se": 0.10550258860938795,
              "pvalue": 0.9284164819518373,
              "lower": -0.21884225460887838,
              "upper": 0.1998377949011129
            },
            {
              "event_time": 2,
              "estimate": -0.11578309387774091,
              "se": 0.12139348686917786,
              "pvalue": 0.34251632862051157,
              "lower": -0.3566541083357468,
              "upper": 0.12508792058026497
            },
            {
              "event_time": 3,
              "estimate": -0.2011576833130746,
              "se": 0.11822818422735026,
              "pvalue": 0.09199991205138633,
              "lower": -0.43574805061226485,
              "upper": 0.03343268398611568
            },
            {
              "event_time": 4,
              "estimate": -0.22776376928433192,
              "se": 0.13690231656987634,
              "pvalue": 0.09933575939347918,
              "lower": -0.4994076665337306,
              "upper": 0.04388012796506677
            },
            {
              "event_time": 5,
              "estimate": -0.20468592697412186,
              "se": 0.14485318766569336,
              "pvalue": 0.16077508078426128,
              "lower": -0.49210607743171914,
              "upper": 0.08273422348347542
            },
            {
              "event_time": 6,
              "estimate": -0.14247150217176296,
              "se": 0.1578017273129156,
              "pvalue": 0.3687963115631176,
              "lower": -0.45558436449566747,
              "upper": 0.17064136015214154
            },
            {
              "event_time": 7,
              "estimate": -0.2914774394092855,
              "se": 0.16234674765264248,
              "pvalue": 0.0756409352307617,
              "lower": -0.613608608136581,
              "upper": 0.03065372931801008
            },
            {
              "event_time": 8,
              "estimate": -0.40415778675019487,
              "se": 0.15608630678941807,
              "pvalue": 0.011065194208286241,
              "lower": -0.7138668825922763,
              "upper": -0.09444869090811348
            },
            {
              "event_time": 9,
              "estimate": -0.386060649900023,
              "se": 0.17424998753793988,
              "pvalue": 0.029013069505161405,
              "lower": -0.7318104289865253,
              "upper": -0.040310870813520694
            },
            {
              "event_time": 10,
              "estimate": -0.18340009801671373,
              "se": 0.16002672071631105,
              "pvalue": 0.254533291343073,
              "lower": -0.5009278299688034,
              "upper": 0.13412763393537594
            },
            {
              "event_time": 11,
              "estimate": -0.4624343283078609,
              "se": 0.18471363954389702,
              "pvalue": 0.013931904506051454,
              "lower": -0.8289462630800846,
              "upper": -0.09592239353563725
            },
            {
              "event_time": 12,
              "estimate": -0.3450529152644993,
              "se": 0.18897022024859153,
              "pvalue": 0.07086984488367154,
              "lower": -0.7200108296267735,
              "upper": 0.02990499909777483
            },
            {
              "event_time": 13,
              "estimate": -0.274332639394613,
              "se": 0.19668009472355186,
              "pvalue": 0.1661928901042508,
              "lower": -0.6645886173847069,
              "upper": 0.11592333859548082
            },
            {
              "event_time": 14,
              "estimate": -0.6582586279456895,
              "se": 0.23179113815499794,
              "pvalue": 0.005478132695704352,
              "lower": -1.1181825335003455,
              "upper": -0.1983347223910334
            },
            {
              "event_time": 15,
              "estimate": -0.3524166425798703,
              "se": 0.1331699530518005,
              "pvalue": 0.009465816482635918,
              "lower": -0.6166547208672202,
              "upper": -0.08817856429252047
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0,
            3.0,
            4.0,
            5.0,
            6.0,
            7.0,
            8.0,
            9.0,
            10.0,
            11.0,
            12.0,
            13.0,
            14.0,
            15.0
          ],
          "weights": [
            0.07688415228338906,
            0.07571522325660533,
            0.0758389662159624,
            0.07346354333544727,
            0.07255314870589172,
            0.07429659861540468,
            0.07489763584656757,
            0.06745759041522392,
            0.06581136711663436,
            0.06348676723728375,
            0.06222282129527943,
            0.06047053260295525,
            0.06243716177845149,
            0.06447229152073468,
            0.028049877251403708,
            0.00194232252276539
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 1.1102230246251565e-16,
          "package_aggregate_vs_estimable_cell_weights": null,
          "saturated_vs_deviations_relative_rss_difference": 7.120068137482186e-16
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 1.1598776169397635,
          "df_num": 97,
          "df_den": 1735,
          "pvalue": 0.14208227793353256,
          "log10_pvalue": -0.8474600886851752,
          "inference": "Homoskedastic nested-model F",
          "observations": 2095,
          "design_columns": 240,
          "restricted_design_columns": 143,
          "fixed_effect_rank": 120,
          "covariance_rank": 97,
          "rss_unrestricted": 327006.2015673404,
          "rss_restricted": 348211.3058085218,
          "test_horizon": null,
          "reference_cohort": 6,
          "pyfixest": "0.27.0",
          "formulaic": "1.0.2",
          "design_head": {
            "index": [
              0,
              1,
              2,
              3,
              4
            ],
            "columns": [
              "C(rel_time, contr.treatment(base=-1.0))[T.-18.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-17.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-16.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-15.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-14.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-13.0]"
            ],
            "data": [
              [
                -0.565820644867303,
                0.026838786754650415,
                0.027604253260459344,
                -0.12890996884955225,
                -1.149560837500889,
                -0.5357449426428296
              ],
              [
                0.025831155104838303,
                -0.5398342790718779,
                0.026347821393612778,
                0.03173459929765449,
                -0.07723953515239428,
                -1.2346378458108398
              ],
              [
                0.02680594440305667,
                0.026646007064065037,
                -0.5550463321876478,
                0.033008395432938445,
                0.09172392682854227,
                -0.03781087571539228
              ],
              [
                0.02624541323282895,
                0.026093028389030413,
                0.026897514012071955,
                -0.534171977388993,
                0.08653534703143893,
                0.12633967200674456
              ],
              [
                0.025070324554779966,
                0.024933260411145127,
                0.02562477532427227,
                0.031308424690909095,
                -0.45544439282698235,
                0.12780851108646188
              ]
            ]
          },
          "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_7,ref=-1.0)+i(rel_time,cohort_dummy_8,ref=-1.0)+i(rel_time,cohort_dummy_9,ref=-1.0)+i(rel_time,cohort_dummy_10,ref=-1.0)+i(rel_time,cohort_dummy_11,ref=-1.0)+i(rel_time,cohort_dummy_12,ref=-1.0)+i(rel_time,cohort_dummy_13,ref=-1.0)+i(rel_time,cohort_dummy_14,ref=-1.0)+i(rel_time,cohort_dummy_15,ref=-1.0)+i(rel_time,cohort_dummy_16,ref=-1.0)+i(rel_time,cohort_dummy_19,ref=-1.0)|unit_fe+time_fe",
          "restriction_names": [
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_19",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_19"
          ],
          "deviations": [
            {
              "event_time": -6.0,
              "cohort": 7,
              "estimate": -0.3675668665959396
            },
            {
              "event_time": -5.0,
              "cohort": 7,
              "estimate": -0.6403625854689562
            },
            {
              "event_time": -4.0,
              "cohort": 7,
              "estimate": -0.4761377146683031
            },
            {
              "event_time": -3.0,
              "cohort": 7,
              "estimate": -0.03632685719758606
            },
            {
              "event_time": -2.0,
              "cohort": 7,
              "estimate": 0.04109934679055799
            },
            {
              "event_time": 0.0,
              "cohort": 7,
              "estimate": -0.05105432410738317
            },
            {
              "event_time": 1.0,
              "cohort": 7,
              "estimate": -0.519916362821914
            },
            {
              "event_time": 2.0,
              "cohort": 7,
              "estimate": -0.49727425968769534
            },
            {
              "event_time": 3.0,
              "cohort": 7,
              "estimate": -1.0406625031969494
            },
            {
              "event_time": 4.0,
              "cohort": 7,
              "estimate": -0.017437631174121726
            },
            {
              "event_time": 5.0,
              "cohort": 7,
              "estimate": -0.5862842193402031
            },
            {
              "event_time": 6.0,
              "cohort": 7,
              "estimate": -1.0502414273710379
            },
            {
              "event_time": 7.0,
              "cohort": 7,
              "estimate": -1.30174896650237
            },
            {
              "event_time": 8.0,
              "cohort": 7,
              "estimate": -0.749303320536897
            },
            {
              "event_time": 9.0,
              "cohort": 7,
              "estimate": -0.9438430685787644
            },
            {
              "event_time": 10.0,
              "cohort": 7,
              "estimate": -0.6209406049222033
            },
            {
              "event_time": 11.0,
              "cohort": 7,
              "estimate": -0.8124237069197755
            },
            {
              "event_time": 12.0,
              "cohort": 7,
              "estimate": -0.6976737556108005
            },
            {
              "event_time": 13.0,
              "cohort": 7,
              "estimate": -1.0191716741578867
            },
            {
              "event_time": 14.0,
              "cohort": 7,
              "estimate": -1.2186393837497698
            },
            {
              "event_time": -7.0,
              "cohort": 8,
              "estimate": 0.49659108320456385
            },
            {
              "event_time": -6.0,
              "cohort": 8,
              "estimate": -0.060715802460973356
            },
            {
              "event_time": -5.0,
              "cohort": 8,
              "estimate": -0.7612612627909017
            },
            {
              "event_time": -4.0,
              "cohort": 8,
              "estimate": -0.08223966543189748
            },
            {
              "event_time": -3.0,
              "cohort": 8,
              "estimate": -0.2900894450615425
            },
            {
              "event_time": -2.0,
              "cohort": 8,
              "estimate": 0.06019213072456486
            },
            {
              "event_time": 0.0,
              "cohort": 8,
              "estimate": -0.21863446838811076
            },
            {
              "event_time": 1.0,
              "cohort": 8,
              "estimate": -0.5980410015653789
            },
            {
              "event_time": 2.0,
              "cohort": 8,
              "estimate": -0.592628051840958
            },
            {
              "event_time": 3.0,
              "cohort": 8,
              "estimate": -1.0748350844959882
            },
            {
              "event_time": 4.0,
              "cohort": 8,
              "estimate": -0.21642685919196122
            },
            {
              "event_time": 5.0,
              "cohort": 8,
              "estimate": -0.4173221930696367
            },
            {
              "event_time": 6.0,
              "cohort": 8,
              "estimate": -0.7489780999491644
            },
            {
              "event_time": 7.0,
              "cohort": 8,
              "estimate": -1.333437092615793
            },
            {
              "event_time": 8.0,
              "cohort": 8,
              "estimate": -0.4151529867080868
            },
            {
              "event_time": 9.0,
              "cohort": 8,
              "estimate": -0.5322297430540134
            },
            {
              "event_time": 10.0,
              "cohort": 8,
              "estimate": 0.0385398892795851
            },
            {
              "event_time": 11.0,
              "cohort": 8,
              "estimate": -0.2935417591759417
            },
            {
              "event_time": 12.0,
              "cohort": 8,
              "estimate": 0.1562050062215266
            },
            {
              "event_time": 13.0,
              "cohort": 8,
              "estimate": -0.08215236782065512
            },
            {
              "event_time": -8.0,
              "cohort": 9,
              "estimate": 0.8384903180697103
            },
            {
              "event_time": -7.0,
              "cohort": 9,
              "estimate": 0.3363630754342632
            },
            {
              "event_time": -6.0,
              "cohort": 9,
              "estimate": 0.20466858629655843
            },
            {
              "event_time": -5.0,
              "cohort": 9,
              "estimate": -0.7504657089713326
            },
            {
              "event_time": -4.0,
              "cohort": 9,
              "estimate": -0.4192639823387018
            },
            {
              "event_time": -3.0,
              "cohort": 9,
              "estimate": 0.21414453385372598
            },
            {
              "event_time": -2.0,
              "cohort": 9,
              "estimate": 0.5847511717607093
            },
            {
              "event_time": 0.0,
              "cohort": 9,
              "estimate": -0.39300852240754797
            },
            {
              "event_time": 1.0,
              "cohort": 9,
              "estimate": -1.2369346433837134
            },
            {
              "event_time": 2.0,
              "cohort": 9,
              "estimate": -1.397289996245387
            },
            {
              "event_time": 3.0,
              "cohort": 9,
              "estimate": -1.361508891062158
            },
            {
              "event_time": 4.0,
              "cohort": 9,
              "estimate": -0.936276975519911
            },
            {
              "event_time": 5.0,
              "cohort": 9,
              "estimate": 0.16965070396645576
            },
            {
              "event_time": 6.0,
              "cohort": 9,
              "estimate": -1.270480120685532
            },
            {
              "event_time": 7.0,
              "cohort": 9,
              "estimate": -1.5240779883988003
            },
            {
              "event_time": 8.0,
              "cohort": 9,
              "estimate": -0.08800271549591174
            },
            {
              "event_time": 9.0,
              "cohort": 9,
              "estimate": -0.4222847453858295
            },
            {
              "event_time": 10.0,
              "cohort": 9,
              "estimate": -0.04323649302447341
            },
            {
              "event_time": 11.0,
              "cohort": 9,
              "estimate": -0.5321487161660828
            },
            {
              "event_time": 12.0,
              "cohort": 9,
              "estimate": -0.03418661325147482
            },
            {
              "event_time": -9.0,
              "cohort": 10,
              "estimate": 1.9248721413945085
            },
            {
              "event_time": -8.0,
              "cohort": 10,
              "estimate": 1.462891280106315
            },
            {
              "event_time": -7.0,
              "cohort": 10,
              "estimate": 1.1948231428230993
            },
            {
              "event_time": -6.0,
              "cohort": 10,
              "estimate": 0.1456096053275605
            },
            {
              "event_time": -5.0,
              "cohort": 10,
              "estimate": -0.31415638012011843
            },
            {
              "event_time": -4.0,
              "cohort": 10,
              "estimate": 0.2965670035770533
            },
            {
              "event_time": -3.0,
              "cohort": 10,
              "estimate": 0.34695047613597974
            },
            {
              "event_time": -2.0,
              "cohort": 10,
              "estimate": 0.42346688800944116
            },
            {
              "event_time": 0.0,
              "cohort": 10,
              "estimate": -0.9492660950891987
            },
            {
              "event_time": 1.0,
              "cohort": 10,
              "estimate": -1.463315319942837
            },
            {
              "event_time": 2.0,
              "cohort": 10,
              "estimate": -0.17458766828173108
            },
            {
              "event_time": 3.0,
              "cohort": 10,
              "estimate": -0.8894188468470537
            },
            {
              "event_time": 4.0,
              "cohort": 10,
              "estimate": 0.05930736595492094
            },
            {
              "event_time": 5.0,
              "cohort": 10,
              "estimate": 0.17615317482423495
            },
            {
              "event_time": 6.0,
              "cohort": 10,
              "estimate": -0.7372923484265055
            },
            {
              "event_time": 7.0,
              "cohort": 10,
              "estimate": -0.671728812851798
            },
            {
              "event_time": 8.0,
              "cohort": 10,
              "estimate": -0.25620435838442024
            },
            {
              "event_time": 9.0,
              "cohort": 10,
              "estimate": -0.2973144108991945
            },
            {
              "event_time": 10.0,
              "cohort": 10,
              "estimate": -0.2561222960539338
            },
            {
              "event_time": 11.0,
              "cohort": 10,
              "estimate": 0.07503143214082134
            },
            {
              "event_time": -10.0,
              "cohort": 11,
              "estimate": 0.7548690610148938
            },
            {
              "event_time": -9.0,
              "cohort": 11,
              "estimate": 1.0865035756763697
            },
            {
              "event_time": -8.0,
              "cohort": 11,
              "estimate": 0.4901660104880162
            },
            {
              "event_time": -7.0,
              "cohort": 11,
              "estimate": -0.1397928824478446
            },
            {
              "event_time": -6.0,
              "cohort": 11,
              "estimate": -0.8025223294187132
            },
            {
              "event_time": -5.0,
              "cohort": 11,
              "estimate": -2.1168604676645404
            },
            {
              "event_time": -4.0,
              "cohort": 11,
              "estimate": -1.4520427182965294
            },
            {
              "event_time": -3.0,
              "cohort": 11,
              "estimate": -0.5704949068225631
            },
            {
              "event_time": -2.0,
              "cohort": 11,
              "estimate": -0.1983907727131426
            },
            {
              "event_time": 0.0,
              "cohort": 11,
              "estimate": -0.23798455124493073
            },
            {
              "event_time": 1.0,
              "cohort": 11,
              "estimate": -0.48409966053861847
            },
            {
              "event_time": 2.0,
              "cohort": 11,
              "estimate": -0.8429636175350119
            },
            {
              "event_time": 3.0,
              "cohort": 11,
              "estimate": -1.3704140412284103
            },
            {
              "event_time": 4.0,
              "cohort": 11,
              "estimate": 0.3266659704574998
            },
            {
              "event_time": 5.0,
              "cohort": 11,
              "estimate": -0.2876614688309541
            },
            {
              "event_time": 6.0,
              "cohort": 11,
              "estimate": -0.18013919162416567
            },
            {
              "event_time": 7.0,
              "cohort": 11,
              "estimate": -0.6969900018222167
            },
            {
              "event_time": 8.0,
              "cohort": 11,
              "estimate": -0.15969046236277173
            },
            {
              "event_time": 9.0,
              "cohort": 11,
              "estimate": -0.689392302307596
            },
            {
              "event_time": 10.0,
              "cohort": 11,
              "estimate": 0.22175523635146033
            },
            {
              "event_time": -11.0,
              "cohort": 12,
              "estimate": 0.016930904944046143
            },
            {
              "event_time": -10.0,
              "cohort": 12,
              "estimate": 0.33817196210697353
            },
            {
              "event_time": -9.0,
              "cohort": 12,
              "estimate": -0.12962319461504157
            },
            {
              "event_time": -8.0,
              "cohort": 12,
              "estimate": 0.9211193893647612
            },
            {
              "event_time": -7.0,
              "cohort": 12,
              "estimate": -0.3841438546549919
            },
            {
              "event_time": -6.0,
              "cohort": 12,
              "estimate": -0.334228064811233
            },
            {
              "event_time": -5.0,
              "cohort": 12,
              "estimate": -1.3602197337229285
            },
            {
              "event_time": -4.0,
              "cohort": 12,
              "estimate": -0.6377735536908603
            },
            {
              "event_time": -3.0,
              "cohort": 12,
              "estimate": -0.2746601678641065
            },
            {
              "event_time": -2.0,
              "cohort": 12,
              "estimate": -0.29697589703373517
            },
            {
              "event_time": 0.0,
              "cohort": 12,
              "estimate": 0.2698093761507256
            },
            {
              "event_time": 1.0,
              "cohort": 12,
              "estimate": -0.231240318365446
            },
            {
              "event_time": 2.0,
              "cohort": 12,
              "estimate": -0.2152488674597106
            },
            {
              "event_time": 3.0,
              "cohort": 12,
              "estimate": -0.4922707898476378
            },
            {
              "event_time": 4.0,
              "cohort": 12,
              "estimate": -0.7584614300569578
            },
            {
              "event_time": 5.0,
              "cohort": 12,
              "estimate": -0.5530478579106576
            },
            {
              "event_time": 6.0,
              "cohort": 12,
              "estimate": -0.8732697703673823
            },
            {
              "event_time": 7.0,
              "cohort": 12,
              "estimate": -1.6076165553729163
            },
            {
              "event_time": 8.0,
              "cohort": 12,
              "estimate": -0.43619415903120196
            },
            {
              "event_time": 9.0,
              "cohort": 12,
              "estimate": 0.015594469362433555
            },
            {
              "event_time": -12.0,
              "cohort": 13,
              "estimate": 0.07017955294561636
            },
            {
              "event_time": -11.0,
              "cohort": 13,
              "estimate": 0.0016427518947031983
            },
            {
              "event_time": -10.0,
              "cohort": 13,
              "estimate": 0.42409234258250145
            },
            {
              "event_time": -9.0,
              "cohort": 13,
              "estimate": 1.1039043914389575
            },
            {
              "event_time": -8.0,
              "cohort": 13,
              "estimate": 0.7037136499366503
            },
            {
              "event_time": -7.0,
              "cohort": 13,
              "estimate": 0.11718889800757587
            },
            {
              "event_time": -6.0,
              "cohort": 13,
              "estimate": -0.02951152116545086
            },
            {
              "event_time": -5.0,
              "cohort": 13,
              "estimate": -0.6826050898681137
            },
            {
              "event_time": -4.0,
              "cohort": 13,
              "estimate": -0.6695297307216634
            },
            {
              "event_time": -3.0,
              "cohort": 13,
              "estimate": -0.4069118098040937
            },
            {
              "event_time": -2.0,
              "cohort": 13,
              "estimate": -0.13704411014905113
            },
            {
              "event_time": 0.0,
              "cohort": 13,
              "estimate": -0.4771871131712549
            },
            {
              "event_time": 1.0,
              "cohort": 13,
              "estimate": -0.9764256496342341
            },
            {
              "event_time": 2.0,
              "cohort": 13,
              "estimate": -1.1515053975600251
            },
            {
              "event_time": 3.0,
              "cohort": 13,
              "estimate": -0.9491900216195991
            },
            {
              "event_time": 4.0,
              "cohort": 13,
              "estimate": -0.05382557811533231
            },
            {
              "event_time": 5.0,
              "cohort": 13,
              "estimate": -0.8084663434458226
            },
            {
              "event_time": 6.0,
              "cohort": 13,
              "estimate": -0.7767930876170649
            },
            {
              "event_time": 7.0,
              "cohort": 13,
              "estimate": -1.1890755608190908
            },
            {
              "event_time": 8.0,
              "cohort": 13,
              "estimate": -0.05172424714638729
            },
            {
              "event_time": -13.0,
              "cohort": 14,
              "estimate": 0.11850719680473111
            },
            {
              "event_time": -12.0,
              "cohort": 14,
              "estimate": -0.2709990968776752
            },
            {
              "event_time": -11.0,
              "cohort": 14,
              "estimate": 0.16194189696555417
            },
            {
              "event_time": -10.0,
              "cohort": 14,
              "estimate": -0.5445934105522021
            },
            {
              "event_time": -9.0,
              "cohort": 14,
              "estimate": 0.6171213385563509
            },
            {
              "event_time": -8.0,
              "cohort": 14,
              "estimate": 0.3887653146286911
            },
            {
              "event_time": -7.0,
              "cohort": 14,
              "estimate": 0.4009921423559295
            },
            {
              "event_time": -6.0,
              "cohort": 14,
              "estimate": 0.3668245850006187
            },
            {
              "event_time": -5.0,
              "cohort": 14,
              "estimate": -0.3475926122424743
            },
            {
              "event_time": -4.0,
              "cohort": 14,
              "estimate": -0.4955791026667914
            },
            {
              "event_time": -3.0,
              "cohort": 14,
              "estimate": -0.8608014722684294
            },
            {
              "event_time": -2.0,
              "cohort": 14,
              "estimate": 0.45642599769794656
            },
            {
              "event_time": 0.0,
              "cohort": 14,
              "estimate": -0.031278795759074954
            },
            {
              "event_time": 1.0,
              "cohort": 14,
              "estimate": -0.4123878959789854
            },
            {
              "event_time": 2.0,
              "cohort": 14,
              "estimate": -0.805936452678929
            },
            {
              "event_time": 3.0,
              "cohort": 14,
              "estimate": -0.30236648386225257
            },
            {
              "event_time": 4.0,
              "cohort": 14,
              "estimate": 0.3376045538284381
            },
            {
              "event_time": 5.0,
              "cohort": 14,
              "estimate": -0.5631971343757245
            },
            {
              "event_time": 6.0,
              "cohort": 14,
              "estimate": -0.0942306786295963
            },
            {
              "event_time": 7.0,
              "cohort": 14,
              "estimate": -0.4033097867577765
            },
            {
              "event_time": -14.0,
              "cohort": 15,
              "estimate": 0.6489951113944343
            },
            {
              "event_time": -13.0,
              "cohort": 15,
              "estimate": 0.8692304523961929
            },
            {
              "event_time": -12.0,
              "cohort": 15,
              "estimate": 0.18460313598904443
            },
            {
              "event_time": -11.0,
              "cohort": 15,
              "estimate": 0.8504376836579118
            },
            {
              "event_time": -10.0,
              "cohort": 15,
              "estimate": 0.8294682615447257
            },
            {
              "event_time": -9.0,
              "cohort": 15,
              "estimate": 1.797663842974619
            },
            {
              "event_time": -8.0,
              "cohort": 15,
              "estimate": 1.5230785346469906
            },
            {
              "event_time": -7.0,
              "cohort": 15,
              "estimate": 1.2877338209321936
            },
            {
              "event_time": -6.0,
              "cohort": 15,
              "estimate": 0.4030127406044067
            },
            {
              "event_time": -5.0,
              "cohort": 15,
              "estimate": -1.002738098830957
            },
            {
              "event_time": -4.0,
              "cohort": 15,
              "estimate": -0.019204747841211775
            },
            {
              "event_time": -3.0,
              "cohort": 15,
              "estimate": 0.18048059510241865
            },
            {
              "event_time": -2.0,
              "cohort": 15,
              "estimate": 0.40317581111067435
            },
            {
              "event_time": 0.0,
              "cohort": 15,
              "estimate": 0.2315171695339199
            },
            {
              "event_time": 1.0,
              "cohort": 15,
              "estimate": -1.0850348569336037
            },
            {
              "event_time": 2.0,
              "cohort": 15,
              "estimate": -0.44189482950364367
            },
            {
              "event_time": 3.0,
              "cohort": 15,
              "estimate": -0.7892655267792914
            },
            {
              "event_time": 4.0,
              "cohort": 15,
              "estimate": -0.32669694054983145
            },
            {
              "event_time": 5.0,
              "cohort": 15,
              "estimate": 0.2687778417750217
            },
            {
              "event_time": 6.0,
              "cohort": 15,
              "estimate": -0.28173467435869204
            },
            {
              "event_time": -15.0,
              "cohort": 16,
              "estimate": -0.18054879004912405
            },
            {
              "event_time": -14.0,
              "cohort": 16,
              "estimate": -0.5404040002760986
            },
            {
              "event_time": -13.0,
              "cohort": 16,
              "estimate": 0.21380534371686466
            },
            {
              "event_time": -12.0,
              "cohort": 16,
              "estimate": -0.6235024528210158
            },
            {
              "event_time": -11.0,
              "cohort": 16,
              "estimate": 0.8205978981907769
            },
            {
              "event_time": -10.0,
              "cohort": 16,
              "estimate": 0.85876435983867
            },
            {
              "event_time": -9.0,
              "cohort": 16,
              "estimate": 1.1196081681234737
            },
            {
              "event_time": -8.0,
              "cohort": 16,
              "estimate": 0.8334550379769786
            },
            {
              "event_time": -7.0,
              "cohort": 16,
              "estimate": -0.560643764638218
            },
            {
              "event_time": -6.0,
              "cohort": 16,
              "estimate": -0.9897056010555776
            },
            {
              "event_time": -5.0,
              "cohort": 16,
              "estimate": -1.2857803807124388
            },
            {
              "event_time": -4.0,
              "cohort": 16,
              "estimate": -0.42692794896365394
            },
            {
              "event_time": -3.0,
              "cohort": 16,
              "estimate": -0.5277460417779708
            },
            {
              "event_time": -2.0,
              "cohort": 16,
              "estimate": -0.0022971191379234923
            },
            {
              "event_time": 0.0,
              "cohort": 16,
              "estimate": -0.39344716661985124
            },
            {
              "event_time": 1.0,
              "cohort": 16,
              "estimate": 0.04626228353180921
            },
            {
              "event_time": 2.0,
              "cohort": 16,
              "estimate": -1.0349537582094717
            },
            {
              "event_time": 3.0,
              "cohort": 16,
              "estimate": -1.5319359207187768
            },
            {
              "event_time": 4.0,
              "cohort": 16,
              "estimate": 0.2754955859612195
            },
            {
              "event_time": 5.0,
              "cohort": 16,
              "estimate": -0.22362862628300995
            },
            {
              "event_time": -5.0,
              "cohort": 19,
              "estimate": -1.2166899574126853
            },
            {
              "event_time": -4.0,
              "cohort": 19,
              "estimate": -0.7227554023428208
            },
            {
              "event_time": -3.0,
              "cohort": 19,
              "estimate": -0.6932617600787191
            },
            {
              "event_time": -2.0,
              "cohort": 19,
              "estimate": 0.28317481290807767
            },
            {
              "event_time": 0.0,
              "cohort": 19,
              "estimate": 0.0735778118426183
            },
            {
              "event_time": 1.0,
              "cohort": 19,
              "estimate": -0.7972874025832623
            },
            {
              "event_time": 2.0,
              "cohort": 19,
              "estimate": 0.22314689216254135
            }
          ]
        }
      }
    },
    "code_sha256": {
      "replication_engine.py": "b42dd52795225c55faa7af833b12a94304ddde96f066412b80dea4620c4bcc24",
      "reference_f_test.py": "9cf8f31eeda89784ac1750ea22c35401ae46e24e06279acf938d2d103b78cccf",
      "sparse_did2s.py": "75169d7fbba6e1bad163e564ac9b5b1262a04033eda925dc379dc3eef64c59fa",
      "frequency.py": "8f922ae4be2b63ad9b89515d8e665cda4e11a354258b54ef3b820648243642eb",
      "sparse_models.py": "538c06b81a46a104838d662d6e6489d0d2daa7f680fd234049f28c97c87ef555"
    }
  },
  "comparison": {
    "schema": "expensive-replication-v1",
    "config": {
      "outcomes": [
        "y"
      ],
      "treatments": [
        "d"
      ],
      "unit": "unit",
      "time": "time",
      "cluster": "cluster",
      "covariates": [],
      "baseline_by_time": [],
      "weight": "weight",
      "period_step": 1,
      "period_values": null,
      "display_window": [
        -10,
        10
      ],
      "seed": 20261008,
      "panelview_max_units": 100,
      "test_mode": "classical",
      "test_horizon": null,
      "post_horizon": null,
      "post_weighting": "observations",
      "sample_query": null,
      "reversal_policy": "drop_post_untreated",
      "labels": {},
      "allow_repeated_cells": true,
      "time_fe": null,
      "unit_fe": null,
      "frequency_weights": false,
      "source_sd": null,
      "require_never_control_periods": false,
      "latest_cohort_control": true,
      "slug": "s16-p007",
      "specification_id": "S16-P007",
      "source_specification_id": "GIFT-F5A-LOGIMR-CSA-WHITE",
      "study_id": 16,
      "study": "The Gift of a Lifetime",
      "citation": "Hollingsworth et al. (2024), AER. https://doi.org/10.1257/aer.20230008",
      "description": "GIFT-F5A-LOGIMR-CSA-WHITE",
      "data": "analyses/full-archive/prepared/S16-P007.parquet",
      "output_dir": "analyses/archive-expanded/fits/S16-P007"
    },
    "options": {
      "output_dir": "analyses/archive-expanded/fits/S16-P007",
      "regression_results": "analyses/archive-expanded/baselines/S16-P007.json",
      "display_window": [
        -10,
        10
      ],
      "timeout_seconds": 3600
    },
    "source": {
      "file": "S16-P007.parquet",
      "bytes": 25693,
      "sha256": "824984388d9978fa18594999e3d87d17d7471ca3c4aa1db2850c68591e8d7599"
    },
    "regressions": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 2095,
          "source_sd": 0.4348217431807333,
          "rows": 2095,
          "units": 100,
          "clusters": 100,
          "treated_units": 48,
          "never_treated_units": 52,
          "treated_cohorts": 12,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 2095,
          "unsupported_prediction_rows_removed": 0,
          "rows_without_never_control_time_fe_removed": 0,
          "initially_treated_units_removed": 0,
          "post_adoption_untreated_rows_removed": 0,
          "units_without_minus_one_removed": 0,
          "additional_rows_removed": 0
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": -0.13393435538949477,
            "se": 0.07746547289023309,
            "pvalue": 0.08693426308007908,
            "lower": -0.28764265986095333,
            "upper": 0.019773949081963782
          },
          {
            "method": "Dynamic TWFE",
            "estimate": -0.21405708670201215,
            "se": 0.09714907162482041,
            "pvalue": 0.029885798123418617,
            "lower": -0.4068219214508638,
            "upper": -0.021292251953160507
          },
          {
            "method": "BJS / did2s",
            "estimate": -0.2364917201048447,
            "se": 0.08747063388282666,
            "pvalue": 0.008072873825271916,
            "lower": -0.4100524346211586,
            "upper": -0.06293100558853079
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": -0.23839113430397812,
            "se": 0.11213712450259213,
            "pvalue": 0.03599998880567586,
            "lower": -0.460895517644178,
            "upper": -0.015886750963778257
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -18,
              "estimate": 0.38840012270035873,
              "se": 0.34063347105476954,
              "pvalue": 0.25694198982510746,
              "lower": -0.2874905848442362,
              "upper": 1.0642908302449536
            },
            {
              "event_time": -17,
              "estimate": 0.3720012741965717,
              "se": 0.2551170568702593,
              "pvalue": 0.14796185127076705,
              "lower": -0.13420631468423283,
              "upper": 0.8782088630773762
            },
            {
              "event_time": -16,
              "estimate": -0.42694758374195607,
              "se": 0.44879713967415497,
              "pvalue": 0.34376111926059927,
              "lower": -1.3174584761069115,
              "upper": 0.4635633086229992
            },
            {
              "event_time": -15,
              "estimate": 0.13163335964794984,
              "se": 0.4508910932256062,
              "pvalue": 0.7709430241714709,
              "lower": -0.7630323908496296,
              "upper": 1.0262991101455292
            },
            {
              "event_time": -14,
              "estimate": 0.3794220136927384,
              "se": 0.35081744623748756,
              "pvalue": 0.2820858250948877,
              "lower": -0.3166759100439409,
              "upper": 1.0755199374294178
            },
            {
              "event_time": -13,
              "estimate": -0.15427453009223355,
              "se": 0.1930961325055372,
              "pvalue": 0.4262308982132582,
              "lower": -0.5374191494954974,
              "upper": 0.22887008931103034
            },
            {
              "event_time": -12,
              "estimate": -0.09062269004647043,
              "se": 0.17560716359649572,
              "pvalue": 0.6069677342706987,
              "lower": -0.43906540087464646,
              "upper": 0.25782002078170557
            },
            {
              "event_time": -11,
              "estimate": -0.29696944177892476,
              "se": 0.19192172640653504,
              "pvalue": 0.12497053690517636,
              "lower": -0.6777837846925021,
              "upper": 0.0838449011346526
            },
            {
              "event_time": -10,
              "estimate": -0.22591814034517263,
              "se": 0.19147396587204735,
              "pvalue": 0.24087155595357065,
              "lower": -0.6058440292159681,
              "upper": 0.15400774852562285
            },
            {
              "event_time": -9,
              "estimate": 0.17528796323551654,
              "se": 0.23161931756854998,
              "pvalue": 0.45097097468491604,
              "lower": -0.284295012998878,
              "upper": 0.634870939469911
            },
            {
              "event_time": -8,
              "estimate": 0.08191635792676231,
              "se": 0.15656782915147432,
              "pvalue": 0.6020038734209757,
              "lower": -0.22874818274867903,
              "upper": 0.3925808986022037
            },
            {
              "event_time": -7,
              "estimate": 0.07869310734495756,
              "se": 0.1568231924898494,
              "pvalue": 0.6169258172326822,
              "lower": -0.23247812959530134,
              "upper": 0.38986434428521644
            },
            {
              "event_time": -6,
              "estimate": -0.053234936839307204,
              "se": 0.13001372344862458,
              "pvalue": 0.6830893933955468,
              "lower": -0.3112103708449365,
              "upper": 0.20474049716632214
            },
            {
              "event_time": -5,
              "estimate": -0.029639963525049814,
              "se": 0.12366783116719245,
              "pvalue": 0.8110785243320259,
              "lower": -0.27502377049292015,
              "upper": 0.2157438434428205
            },
            {
              "event_time": -4,
              "estimate": -0.03191308220102713,
              "se": 0.11131272479151746,
              "pvalue": 0.7749430859200266,
              "lower": -0.2527816776596297,
              "upper": 0.18895551325757548
            },
            {
              "event_time": -3,
              "estimate": 0.0478908610289557,
              "se": 0.09418691915579452,
              "pvalue": 0.6122576737146582,
              "lower": -0.13899642057767123,
              "upper": 0.23477814263558264
            },
            {
              "event_time": -2,
              "estimate": 0.014150324432309068,
              "se": 0.08955919959382969,
              "pvalue": 0.8747788826418864,
              "lower": -0.16355455757227916,
              "upper": 0.1918552064368973
            },
            {
              "event_time": 0,
              "estimate": -0.04704997955179736,
              "se": 0.06944630809149423,
              "pvalue": 0.49966804524261166,
              "lower": -0.18484652129203316,
              "upper": 0.09074656218843845
            },
            {
              "event_time": 1,
              "estimate": -0.00231076824139982,
              "se": 0.08861738491323763,
              "pvalue": 0.9792493776706129,
              "lower": -0.17814688559150435,
              "upper": 0.17352534910870474
            },
            {
              "event_time": 2,
              "estimate": -0.05056801424782342,
              "se": 0.10014889332651992,
              "pvalue": 0.6147313223926593,
              "lower": -0.24928514606892407,
              "upper": 0.14814911757327723
            },
            {
              "event_time": 3,
              "estimate": -0.10985573812039849,
              "se": 0.1026396760070013,
              "pvalue": 0.2870846478983279,
              "lower": -0.3135151231588281,
              "upper": 0.09380364691803116
            },
            {
              "event_time": 4,
              "estimate": -0.16388772540515462,
              "se": 0.114871649616315,
              "pvalue": 0.15681171107924144,
              "lower": -0.3918179998305422,
              "upper": 0.06404254902023299
            },
            {
              "event_time": 5,
              "estimate": -0.16512527366730317,
              "se": 0.11821483742863131,
              "pvalue": 0.16559002677511114,
              "lower": -0.39968915802222593,
              "upper": 0.06943861068761956
            },
            {
              "event_time": 6,
              "estimate": -0.13474600451776417,
              "se": 0.12486348383290025,
              "pvalue": 0.28314457099241164,
              "lower": -0.3825022457731414,
              "upper": 0.11301023673761304
            },
            {
              "event_time": 7,
              "estimate": -0.21980868325440983,
              "se": 0.13311135762908408,
              "pvalue": 0.10184315482784027,
              "lower": -0.4839304955107204,
              "upper": 0.044313129001900764
            },
            {
              "event_time": 8,
              "estimate": -0.29562993676775723,
              "se": 0.12917046699659013,
              "pvalue": 0.024223118439303692,
              "lower": -0.5519321670267252,
              "upper": -0.03932770650878925
            },
            {
              "event_time": 9,
              "estimate": -0.3205246964859063,
              "se": 0.15706341447497305,
              "pvalue": 0.04393903863625597,
              "lower": -0.6321725859611913,
              "upper": -0.008876807010621324
            },
            {
              "event_time": 10,
              "estimate": -0.16846773376589386,
              "se": 0.1575482586597438,
              "pvalue": 0.2875308450449338,
              "lower": -0.48107765929147905,
              "upper": 0.14414219175969134
            },
            {
              "event_time": 11,
              "estimate": -0.4359815810250938,
              "se": 0.1739220782653816,
              "pvalue": 0.013812443781059692,
              "lower": -0.7810807169744036,
              "upper": -0.09088244507578402
            },
            {
              "event_time": 12,
              "estimate": -0.346772801388342,
              "se": 0.18607484954416478,
              "pvalue": 0.06533886701429137,
              "lower": -0.7159856721177659,
              "upper": 0.022440069341081892
            },
            {
              "event_time": 13,
              "estimate": -0.42168054049379033,
              "se": 0.22481255800134847,
              "pvalue": 0.06364315562892929,
              "lower": -0.8677574290095706,
              "upper": 0.024396348021989922
            },
            {
              "event_time": 14,
              "estimate": -0.7741561550462993,
              "se": 0.24827704113130603,
              "pvalue": 0.0023834437294274623,
              "lower": -1.2667916687487548,
              "upper": -0.28152064134384375
            },
            {
              "event_time": 15,
              "estimate": -1.0687742617919411,
              "se": 0.1776745588942906,
              "pvalue": 3.028532759561709e-08,
              "lower": -1.4213191334156319,
              "upper": -0.7162293901682505
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -18,
              "estimate": 0.4281113592496882,
              "se": 0.3777194241359101,
              "pvalue": 0.25977898778867636,
              "lower": -0.3213659250642443,
              "upper": 1.1775886435636207
            },
            {
              "event_time": -17,
              "estimate": 0.46640876417442956,
              "se": 0.26507036568754516,
              "pvalue": 0.0815705875224567,
              "lower": -0.05954834878600812,
              "upper": 0.9923658771348672
            },
            {
              "event_time": -16,
              "estimate": -0.3146947125182589,
              "se": 0.31071869001932323,
              "pvalue": 0.3136264182799259,
              "lower": -0.9312280044293253,
              "upper": 0.3018385793928075
            },
            {
              "event_time": -15,
              "estimate": 0.20856980743708395,
              "se": 0.3298917826483551,
              "pvalue": 0.5286894249571314,
              "lower": -0.44600705988284417,
              "upper": 0.8631466747570121
            },
            {
              "event_time": -14,
              "estimate": 0.3401067385109539,
              "se": 0.26798084560019125,
              "pvalue": 0.20736475290930284,
              "lower": -0.19162539802940787,
              "upper": 0.8718388750513157
            },
            {
              "event_time": -13,
              "estimate": -0.11567514811384332,
              "se": 0.09205942818410343,
              "pvalue": 0.21188181397396888,
              "lower": -0.2983410260700937,
              "upper": 0.06699072984240707
            },
            {
              "event_time": -12,
              "estimate": -0.04524692483974951,
              "se": 0.094360434259587,
              "pvalue": 0.632632307461997,
              "lower": -0.23247849805667775,
              "upper": 0.14198464837717872
            },
            {
              "event_time": -11,
              "estimate": -0.2370153010742199,
              "se": 0.10219814820137847,
              "pvalue": 0.022440817243217726,
              "lower": -0.43979859915613595,
              "upper": -0.034232002992303806
            },
            {
              "event_time": -10,
              "estimate": -0.13763719144331316,
              "se": 0.1390017945882213,
              "pvalue": 0.3244987160469283,
              "lower": -0.4134469085661949,
              "upper": 0.13817252567956861
            },
            {
              "event_time": -9,
              "estimate": 0.21793745509274945,
              "se": 0.14871977513736281,
              "pvalue": 0.14597423224777475,
              "lower": -0.07715484377092605,
              "upper": 0.5130297539564249
            },
            {
              "event_time": -8,
              "estimate": 0.09610066383263544,
              "se": 0.0874898680991175,
              "pvalue": 0.27468513868914946,
              "lower": -0.07749821554169323,
              "upper": 0.2696995432069641
            },
            {
              "event_time": -7,
              "estimate": 0.0789094623452858,
              "se": 0.0697985727575005,
              "pvalue": 0.26098392017864686,
              "lower": -0.05958604891668458,
              "upper": 0.2174049736072562
            },
            {
              "event_time": -6,
              "estimate": -0.06114469542427944,
              "se": 0.06846321313193748,
              "pvalue": 0.3739679241623006,
              "lower": -0.1969905634807436,
              "upper": 0.0747011726321847
            },
            {
              "event_time": -5,
              "estimate": -0.01652460900122073,
              "se": 0.06641631327364425,
              "pvalue": 0.8040282312837899,
              "lower": -0.14830898366065964,
              "upper": 0.11525976565821817
            },
            {
              "event_time": -4,
              "estimate": -0.032097722067620446,
              "se": 0.05309691387437403,
              "pvalue": 0.5468862496199064,
              "lower": -0.1374535186540774,
              "upper": 0.07325807451883652
            },
            {
              "event_time": -3,
              "estimate": 0.027085824042040112,
              "se": 0.04417202866140467,
              "pvalue": 0.5411572472197557,
              "lower": -0.0605610640138801,
              "upper": 0.11473271209796033
            },
            {
              "event_time": -2,
              "estimate": -0.01182250689344919,
              "se": 0.05440147446321997,
              "pvalue": 0.8284065350946064,
              "lower": -0.11976683471466583,
              "upper": 0.09612182092776746
            },
            {
              "event_time": -1,
              "estimate": -0.006870974739308006,
              "se": 0.06023723699279251,
              "pvalue": 0.9094170865980054,
              "lower": -0.12639472149713532,
              "upper": 0.11265277201851931
            },
            {
              "event_time": 0,
              "estimate": -0.06911271652559257,
              "se": 0.08755660786445278,
              "pvalue": 0.4317944924349539,
              "lower": -0.24284402207364442,
              "upper": 0.10461858902245925
            },
            {
              "event_time": 1,
              "estimate": -0.01863738891972891,
              "se": 0.09221914659369954,
              "pvalue": 0.8402541193584897,
              "lower": -0.20162018285178032,
              "upper": 0.1643454050123225
            },
            {
              "event_time": 2,
              "estimate": -0.08015801830801395,
              "se": 0.10456114238089313,
              "pvalue": 0.4451353613374768,
              "lower": -0.287630009497423,
              "upper": 0.12731397288139515
            },
            {
              "event_time": 3,
              "estimate": -0.1658297870833144,
              "se": 0.11071997200629137,
              "pvalue": 0.13738240159600018,
              "lower": -0.38552223241737127,
              "upper": 0.05386265825074252
            },
            {
              "event_time": 4,
              "estimate": -0.23257968326568343,
              "se": 0.127129094513128,
              "pvalue": 0.07033803083206909,
              "lower": -0.4848313876384638,
              "upper": 0.019672021107096954
            },
            {
              "event_time": 5,
              "estimate": -0.22694619463058133,
              "se": 0.12854751643405904,
              "pvalue": 0.08056882913042922,
              "lower": -0.48201235582337487,
              "upper": 0.02811996656221219
            },
            {
              "event_time": 6,
              "estimate": -0.13960491125330504,
              "se": 0.13480655789471577,
              "pvalue": 0.30291440891138954,
              "lower": -0.40709036861301584,
              "upper": 0.12788054610640576
            },
            {
              "event_time": 7,
              "estimate": -0.24970361322765722,
              "se": 0.13446327482723583,
              "pvalue": 0.06627851970478948,
              "lower": -0.5165079225056817,
              "upper": 0.017100696050367292
            },
            {
              "event_time": 8,
              "estimate": -0.3828193764020866,
              "se": 0.127773502951125,
              "pvalue": 0.003455992914269235,
              "lower": -0.6363497269212859,
              "upper": -0.12928902588288727
            },
            {
              "event_time": 9,
              "estimate": -0.38491383114395394,
              "se": 0.15179230850808154,
              "pvalue": 0.012783551379620721,
              "lower": -0.6861027028061244,
              "upper": -0.08372495948178343
            },
            {
              "event_time": 10,
              "estimate": -0.201283695935677,
              "se": 0.1466579859608671,
              "pvalue": 0.17301859602828248,
              "lower": -0.49228495776475223,
              "upper": 0.08971756589339827
            },
            {
              "event_time": 11,
              "estimate": -0.49448559186766705,
              "se": 0.15239548514285078,
              "pvalue": 0.0016038039280218486,
              "lower": -0.7968712968333476,
              "upper": -0.19209988690198654
            },
            {
              "event_time": 12,
              "estimate": -0.34968517139395294,
              "se": 0.19023042804902326,
              "pvalue": 0.069028574366947,
              "lower": -0.7271436114363652,
              "upper": 0.02777326864845925
            },
            {
              "event_time": 13,
              "estimate": -0.2743869550529182,
              "se": 0.19425292814937303,
              "pvalue": 0.16093162799802685,
              "lower": -0.6598269079822026,
              "upper": 0.11105299787636608
            },
            {
              "event_time": 14,
              "estimate": -0.6343553609327525,
              "se": 0.19177158913195813,
              "pvalue": 0.0013112289728886845,
              "lower": -1.0148717989210494,
              "upper": -0.2538389229444556
            },
            {
              "event_time": 15,
              "estimate": -0.5636677819291522,
              "se": 0.11915672903382421,
              "pvalue": 7.44722345431033e-06,
              "lower": -0.8001005835736557,
              "upper": -0.3272349802846488
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -18,
              "estimate": 0.23027003571721283,
              "se": 0.24484736309008442,
              "pvalue": 0.3492688941284957,
              "lower": -0.25556025267736715,
              "upper": 0.7161003241117928
            },
            {
              "event_time": -17,
              "estimate": 0.24486426655481772,
              "se": 0.4956365075279176,
              "pvalue": 0.6223723118791491,
              "lower": -0.7385860935071652,
              "upper": 1.2283146266168006
            },
            {
              "event_time": -16,
              "estimate": -0.6338255467975593,
              "se": 0.6338108420782134,
              "pvalue": 0.31973730305974335,
              "lower": -1.8914437637484118,
              "upper": 0.6237926701532932
            },
            {
              "event_time": -15,
              "estimate": 0.01280963596177244,
              "se": 0.5543170313540354,
              "pvalue": 0.9816099504457977,
              "lower": -1.0870756142039641,
              "upper": 1.112694886127509
            },
            {
              "event_time": -14,
              "estimate": 0.5381291552157295,
              "se": 0.20430132325289838,
              "pvalue": 0.009793708382641236,
              "lower": 0.13275100638579224,
              "upper": 0.9435073040456667
            },
            {
              "event_time": -13,
              "estimate": 0.0025919955662211808,
              "se": 0.17916387987156412,
              "pvalue": 0.9884863805731468,
              "lower": -0.35290801198692884,
              "upper": 0.3580920031193712
            },
            {
              "event_time": -12,
              "estimate": 0.014619801755706568,
              "se": 0.19636560727033645,
              "pvalue": 0.9408010071123489,
              "lower": -0.37501216489865596,
              "upper": 0.40425176841006916
            },
            {
              "event_time": -11,
              "estimate": -0.21047544060876977,
              "se": 0.21518818481640048,
              "pvalue": 0.33040924629012897,
              "lower": -0.6374554847025824,
              "upper": 0.2165046034850429
            },
            {
              "event_time": -10,
              "estimate": -0.20300672314365265,
              "se": 0.17218302702310886,
              "pvalue": 0.2412172031538416,
              "lower": -0.5446552041383674,
              "upper": 0.13864175785106214
            },
            {
              "event_time": -9,
              "estimate": 0.2162242876124139,
              "se": 0.1585741588964483,
              "pvalue": 0.17580091328738912,
              "lower": -0.0984212465534769,
              "upper": 0.5308698217783048
            },
            {
              "event_time": -8,
              "estimate": 0.12587925640454628,
              "se": 0.1544987905570059,
              "pvalue": 0.4171660203713139,
              "lower": -0.18067986281826431,
              "upper": 0.4324383756273569
            },
            {
              "event_time": -7,
              "estimate": 0.1401961160517622,
              "se": 0.14206668062575087,
              "pvalue": 0.3261301319183533,
              "lower": -0.14169499990146633,
              "upper": 0.4220872320049907
            },
            {
              "event_time": -6,
              "estimate": -0.029460361982599537,
              "se": 0.12179645378151291,
              "pvalue": 0.8093719793933716,
              "lower": -0.27113095021898903,
              "upper": 0.21221022625378996
            },
            {
              "event_time": -5,
              "estimate": -0.03121588543560634,
              "se": 0.11213683155759337,
              "pvalue": 0.7813065034495653,
              "lower": -0.2537196875093738,
              "upper": 0.19128791663816114
            },
            {
              "event_time": -4,
              "estimate": -0.020830815128161498,
              "se": 0.0920480581446328,
              "pvalue": 0.8214318138028924,
              "lower": -0.20347413245935408,
              "upper": 0.16181250220303106
            },
            {
              "event_time": -3,
              "estimate": 0.02249685974158775,
              "se": 0.09803127003375425,
              "pvalue": 0.8189642145634798,
              "lower": -0.17201844804493302,
              "upper": 0.2170121675281085
            },
            {
              "event_time": -2,
              "estimate": -0.016792572433340702,
              "se": 0.09700785036571576,
              "pvalue": 0.8629220942517191,
              "lower": -0.20927719356595254,
              "upper": 0.17569204869927113
            },
            {
              "event_time": 0,
              "estimate": -0.04142145546461656,
              "se": 0.07798383503016744,
              "pvalue": 0.5965014799775943,
              "lower": -0.19615830288119346,
              "upper": 0.11331539195196033
            },
            {
              "event_time": 1,
              "estimate": -0.009502229853882733,
              "se": 0.10550258860938795,
              "pvalue": 0.9284164819518373,
              "lower": -0.21884225460887838,
              "upper": 0.1998377949011129
            },
            {
              "event_time": 2,
              "estimate": -0.11578309387774091,
              "se": 0.12139348686917786,
              "pvalue": 0.34251632862051157,
              "lower": -0.3566541083357468,
              "upper": 0.12508792058026497
            },
            {
              "event_time": 3,
              "estimate": -0.2011576833130746,
              "se": 0.11822818422735026,
              "pvalue": 0.09199991205138633,
              "lower": -0.43574805061226485,
              "upper": 0.03343268398611568
            },
            {
              "event_time": 4,
              "estimate": -0.22776376928433192,
              "se": 0.13690231656987634,
              "pvalue": 0.09933575939347918,
              "lower": -0.4994076665337306,
              "upper": 0.04388012796506677
            },
            {
              "event_time": 5,
              "estimate": -0.20468592697412186,
              "se": 0.14485318766569336,
              "pvalue": 0.16077508078426128,
              "lower": -0.49210607743171914,
              "upper": 0.08273422348347542
            },
            {
              "event_time": 6,
              "estimate": -0.14247150217176296,
              "se": 0.1578017273129156,
              "pvalue": 0.3687963115631176,
              "lower": -0.45558436449566747,
              "upper": 0.17064136015214154
            },
            {
              "event_time": 7,
              "estimate": -0.2914774394092855,
              "se": 0.16234674765264248,
              "pvalue": 0.0756409352307617,
              "lower": -0.613608608136581,
              "upper": 0.03065372931801008
            },
            {
              "event_time": 8,
              "estimate": -0.40415778675019487,
              "se": 0.15608630678941807,
              "pvalue": 0.011065194208286241,
              "lower": -0.7138668825922763,
              "upper": -0.09444869090811348
            },
            {
              "event_time": 9,
              "estimate": -0.386060649900023,
              "se": 0.17424998753793988,
              "pvalue": 0.029013069505161405,
              "lower": -0.7318104289865253,
              "upper": -0.040310870813520694
            },
            {
              "event_time": 10,
              "estimate": -0.18340009801671373,
              "se": 0.16002672071631105,
              "pvalue": 0.254533291343073,
              "lower": -0.5009278299688034,
              "upper": 0.13412763393537594
            },
            {
              "event_time": 11,
              "estimate": -0.4624343283078609,
              "se": 0.18471363954389702,
              "pvalue": 0.013931904506051454,
              "lower": -0.8289462630800846,
              "upper": -0.09592239353563725
            },
            {
              "event_time": 12,
              "estimate": -0.3450529152644993,
              "se": 0.18897022024859153,
              "pvalue": 0.07086984488367154,
              "lower": -0.7200108296267735,
              "upper": 0.02990499909777483
            },
            {
              "event_time": 13,
              "estimate": -0.274332639394613,
              "se": 0.19668009472355186,
              "pvalue": 0.1661928901042508,
              "lower": -0.6645886173847069,
              "upper": 0.11592333859548082
            },
            {
              "event_time": 14,
              "estimate": -0.6582586279456895,
              "se": 0.23179113815499794,
              "pvalue": 0.005478132695704352,
              "lower": -1.1181825335003455,
              "upper": -0.1983347223910334
            },
            {
              "event_time": 15,
              "estimate": -0.3524166425798703,
              "se": 0.1331699530518005,
              "pvalue": 0.009465816482635918,
              "lower": -0.6166547208672202,
              "upper": -0.08817856429252047
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0,
            3.0,
            4.0,
            5.0,
            6.0,
            7.0,
            8.0,
            9.0,
            10.0,
            11.0,
            12.0,
            13.0,
            14.0,
            15.0
          ],
          "weights": [
            0.07688415228338906,
            0.07571522325660533,
            0.0758389662159624,
            0.07346354333544727,
            0.07255314870589172,
            0.07429659861540468,
            0.07489763584656757,
            0.06745759041522392,
            0.06581136711663436,
            0.06348676723728375,
            0.06222282129527943,
            0.06047053260295525,
            0.06243716177845149,
            0.06447229152073468,
            0.028049877251403708,
            0.00194232252276539
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 1.1102230246251565e-16,
          "package_aggregate_vs_estimable_cell_weights": null,
          "saturated_vs_deviations_relative_rss_difference": 7.120068137482186e-16
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 1.1598776169397635,
          "df_num": 97,
          "df_den": 1735,
          "pvalue": 0.14208227793353256,
          "log10_pvalue": -0.8474600886851752,
          "inference": "Homoskedastic nested-model F",
          "observations": 2095,
          "design_columns": 240,
          "restricted_design_columns": 143,
          "fixed_effect_rank": 120,
          "covariance_rank": 97,
          "rss_unrestricted": 327006.2015673404,
          "rss_restricted": 348211.3058085218,
          "test_horizon": null,
          "reference_cohort": 6,
          "pyfixest": "0.27.0",
          "formulaic": "1.0.2",
          "design_head": {
            "index": [
              0,
              1,
              2,
              3,
              4
            ],
            "columns": [
              "C(rel_time, contr.treatment(base=-1.0))[T.-18.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-17.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-16.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-15.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-14.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-13.0]"
            ],
            "data": [
              [
                -0.565820644867303,
                0.026838786754650415,
                0.027604253260459344,
                -0.12890996884955225,
                -1.149560837500889,
                -0.5357449426428296
              ],
              [
                0.025831155104838303,
                -0.5398342790718779,
                0.026347821393612778,
                0.03173459929765449,
                -0.07723953515239428,
                -1.2346378458108398
              ],
              [
                0.02680594440305667,
                0.026646007064065037,
                -0.5550463321876478,
                0.033008395432938445,
                0.09172392682854227,
                -0.03781087571539228
              ],
              [
                0.02624541323282895,
                0.026093028389030413,
                0.026897514012071955,
                -0.534171977388993,
                0.08653534703143893,
                0.12633967200674456
              ],
              [
                0.025070324554779966,
                0.024933260411145127,
                0.02562477532427227,
                0.031308424690909095,
                -0.45544439282698235,
                0.12780851108646188
              ]
            ]
          },
          "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_7,ref=-1.0)+i(rel_time,cohort_dummy_8,ref=-1.0)+i(rel_time,cohort_dummy_9,ref=-1.0)+i(rel_time,cohort_dummy_10,ref=-1.0)+i(rel_time,cohort_dummy_11,ref=-1.0)+i(rel_time,cohort_dummy_12,ref=-1.0)+i(rel_time,cohort_dummy_13,ref=-1.0)+i(rel_time,cohort_dummy_14,ref=-1.0)+i(rel_time,cohort_dummy_15,ref=-1.0)+i(rel_time,cohort_dummy_16,ref=-1.0)+i(rel_time,cohort_dummy_19,ref=-1.0)|unit_fe+time_fe",
          "restriction_names": [
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_19",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_19"
          ],
          "deviations": [
            {
              "event_time": -6.0,
              "cohort": 7,
              "estimate": -0.3675668665959396
            },
            {
              "event_time": -5.0,
              "cohort": 7,
              "estimate": -0.6403625854689562
            },
            {
              "event_time": -4.0,
              "cohort": 7,
              "estimate": -0.4761377146683031
            },
            {
              "event_time": -3.0,
              "cohort": 7,
              "estimate": -0.03632685719758606
            },
            {
              "event_time": -2.0,
              "cohort": 7,
              "estimate": 0.04109934679055799
            },
            {
              "event_time": 0.0,
              "cohort": 7,
              "estimate": -0.05105432410738317
            },
            {
              "event_time": 1.0,
              "cohort": 7,
              "estimate": -0.519916362821914
            },
            {
              "event_time": 2.0,
              "cohort": 7,
              "estimate": -0.49727425968769534
            },
            {
              "event_time": 3.0,
              "cohort": 7,
              "estimate": -1.0406625031969494
            },
            {
              "event_time": 4.0,
              "cohort": 7,
              "estimate": -0.017437631174121726
            },
            {
              "event_time": 5.0,
              "cohort": 7,
              "estimate": -0.5862842193402031
            },
            {
              "event_time": 6.0,
              "cohort": 7,
              "estimate": -1.0502414273710379
            },
            {
              "event_time": 7.0,
              "cohort": 7,
              "estimate": -1.30174896650237
            },
            {
              "event_time": 8.0,
              "cohort": 7,
              "estimate": -0.749303320536897
            },
            {
              "event_time": 9.0,
              "cohort": 7,
              "estimate": -0.9438430685787644
            },
            {
              "event_time": 10.0,
              "cohort": 7,
              "estimate": -0.6209406049222033
            },
            {
              "event_time": 11.0,
              "cohort": 7,
              "estimate": -0.8124237069197755
            },
            {
              "event_time": 12.0,
              "cohort": 7,
              "estimate": -0.6976737556108005
            },
            {
              "event_time": 13.0,
              "cohort": 7,
              "estimate": -1.0191716741578867
            },
            {
              "event_time": 14.0,
              "cohort": 7,
              "estimate": -1.2186393837497698
            },
            {
              "event_time": -7.0,
              "cohort": 8,
              "estimate": 0.49659108320456385
            },
            {
              "event_time": -6.0,
              "cohort": 8,
              "estimate": -0.060715802460973356
            },
            {
              "event_time": -5.0,
              "cohort": 8,
              "estimate": -0.7612612627909017
            },
            {
              "event_time": -4.0,
              "cohort": 8,
              "estimate": -0.08223966543189748
            },
            {
              "event_time": -3.0,
              "cohort": 8,
              "estimate": -0.2900894450615425
            },
            {
              "event_time": -2.0,
              "cohort": 8,
              "estimate": 0.06019213072456486
            },
            {
              "event_time": 0.0,
              "cohort": 8,
              "estimate": -0.21863446838811076
            },
            {
              "event_time": 1.0,
              "cohort": 8,
              "estimate": -0.5980410015653789
            },
            {
              "event_time": 2.0,
              "cohort": 8,
              "estimate": -0.592628051840958
            },
            {
              "event_time": 3.0,
              "cohort": 8,
              "estimate": -1.0748350844959882
            },
            {
              "event_time": 4.0,
              "cohort": 8,
              "estimate": -0.21642685919196122
            },
            {
              "event_time": 5.0,
              "cohort": 8,
              "estimate": -0.4173221930696367
            },
            {
              "event_time": 6.0,
              "cohort": 8,
              "estimate": -0.7489780999491644
            },
            {
              "event_time": 7.0,
              "cohort": 8,
              "estimate": -1.333437092615793
            },
            {
              "event_time": 8.0,
              "cohort": 8,
              "estimate": -0.4151529867080868
            },
            {
              "event_time": 9.0,
              "cohort": 8,
              "estimate": -0.5322297430540134
            },
            {
              "event_time": 10.0,
              "cohort": 8,
              "estimate": 0.0385398892795851
            },
            {
              "event_time": 11.0,
              "cohort": 8,
              "estimate": -0.2935417591759417
            },
            {
              "event_time": 12.0,
              "cohort": 8,
              "estimate": 0.1562050062215266
            },
            {
              "event_time": 13.0,
              "cohort": 8,
              "estimate": -0.08215236782065512
            },
            {
              "event_time": -8.0,
              "cohort": 9,
              "estimate": 0.8384903180697103
            },
            {
              "event_time": -7.0,
              "cohort": 9,
              "estimate": 0.3363630754342632
            },
            {
              "event_time": -6.0,
              "cohort": 9,
              "estimate": 0.20466858629655843
            },
            {
              "event_time": -5.0,
              "cohort": 9,
              "estimate": -0.7504657089713326
            },
            {
              "event_time": -4.0,
              "cohort": 9,
              "estimate": -0.4192639823387018
            },
            {
              "event_time": -3.0,
              "cohort": 9,
              "estimate": 0.21414453385372598
            },
            {
              "event_time": -2.0,
              "cohort": 9,
              "estimate": 0.5847511717607093
            },
            {
              "event_time": 0.0,
              "cohort": 9,
              "estimate": -0.39300852240754797
            },
            {
              "event_time": 1.0,
              "cohort": 9,
              "estimate": -1.2369346433837134
            },
            {
              "event_time": 2.0,
              "cohort": 9,
              "estimate": -1.397289996245387
            },
            {
              "event_time": 3.0,
              "cohort": 9,
              "estimate": -1.361508891062158
            },
            {
              "event_time": 4.0,
              "cohort": 9,
              "estimate": -0.936276975519911
            },
            {
              "event_time": 5.0,
              "cohort": 9,
              "estimate": 0.16965070396645576
            },
            {
              "event_time": 6.0,
              "cohort": 9,
              "estimate": -1.270480120685532
            },
            {
              "event_time": 7.0,
              "cohort": 9,
              "estimate": -1.5240779883988003
            },
            {
              "event_time": 8.0,
              "cohort": 9,
              "estimate": -0.08800271549591174
            },
            {
              "event_time": 9.0,
              "cohort": 9,
              "estimate": -0.4222847453858295
            },
            {
              "event_time": 10.0,
              "cohort": 9,
              "estimate": -0.04323649302447341
            },
            {
              "event_time": 11.0,
              "cohort": 9,
              "estimate": -0.5321487161660828
            },
            {
              "event_time": 12.0,
              "cohort": 9,
              "estimate": -0.03418661325147482
            },
            {
              "event_time": -9.0,
              "cohort": 10,
              "estimate": 1.9248721413945085
            },
            {
              "event_time": -8.0,
              "cohort": 10,
              "estimate": 1.462891280106315
            },
            {
              "event_time": -7.0,
              "cohort": 10,
              "estimate": 1.1948231428230993
            },
            {
              "event_time": -6.0,
              "cohort": 10,
              "estimate": 0.1456096053275605
            },
            {
              "event_time": -5.0,
              "cohort": 10,
              "estimate": -0.31415638012011843
            },
            {
              "event_time": -4.0,
              "cohort": 10,
              "estimate": 0.2965670035770533
            },
            {
              "event_time": -3.0,
              "cohort": 10,
              "estimate": 0.34695047613597974
            },
            {
              "event_time": -2.0,
              "cohort": 10,
              "estimate": 0.42346688800944116
            },
            {
              "event_time": 0.0,
              "cohort": 10,
              "estimate": -0.9492660950891987
            },
            {
              "event_time": 1.0,
              "cohort": 10,
              "estimate": -1.463315319942837
            },
            {
              "event_time": 2.0,
              "cohort": 10,
              "estimate": -0.17458766828173108
            },
            {
              "event_time": 3.0,
              "cohort": 10,
              "estimate": -0.8894188468470537
            },
            {
              "event_time": 4.0,
              "cohort": 10,
              "estimate": 0.05930736595492094
            },
            {
              "event_time": 5.0,
              "cohort": 10,
              "estimate": 0.17615317482423495
            },
            {
              "event_time": 6.0,
              "cohort": 10,
              "estimate": -0.7372923484265055
            },
            {
              "event_time": 7.0,
              "cohort": 10,
              "estimate": -0.671728812851798
            },
            {
              "event_time": 8.0,
              "cohort": 10,
              "estimate": -0.25620435838442024
            },
            {
              "event_time": 9.0,
              "cohort": 10,
              "estimate": -0.2973144108991945
            },
            {
              "event_time": 10.0,
              "cohort": 10,
              "estimate": -0.2561222960539338
            },
            {
              "event_time": 11.0,
              "cohort": 10,
              "estimate": 0.07503143214082134
            },
            {
              "event_time": -10.0,
              "cohort": 11,
              "estimate": 0.7548690610148938
            },
            {
              "event_time": -9.0,
              "cohort": 11,
              "estimate": 1.0865035756763697
            },
            {
              "event_time": -8.0,
              "cohort": 11,
              "estimate": 0.4901660104880162
            },
            {
              "event_time": -7.0,
              "cohort": 11,
              "estimate": -0.1397928824478446
            },
            {
              "event_time": -6.0,
              "cohort": 11,
              "estimate": -0.8025223294187132
            },
            {
              "event_time": -5.0,
              "cohort": 11,
              "estimate": -2.1168604676645404
            },
            {
              "event_time": -4.0,
              "cohort": 11,
              "estimate": -1.4520427182965294
            },
            {
              "event_time": -3.0,
              "cohort": 11,
              "estimate": -0.5704949068225631
            },
            {
              "event_time": -2.0,
              "cohort": 11,
              "estimate": -0.1983907727131426
            },
            {
              "event_time": 0.0,
              "cohort": 11,
              "estimate": -0.23798455124493073
            },
            {
              "event_time": 1.0,
              "cohort": 11,
              "estimate": -0.48409966053861847
            },
            {
              "event_time": 2.0,
              "cohort": 11,
              "estimate": -0.8429636175350119
            },
            {
              "event_time": 3.0,
              "cohort": 11,
              "estimate": -1.3704140412284103
            },
            {
              "event_time": 4.0,
              "cohort": 11,
              "estimate": 0.3266659704574998
            },
            {
              "event_time": 5.0,
              "cohort": 11,
              "estimate": -0.2876614688309541
            },
            {
              "event_time": 6.0,
              "cohort": 11,
              "estimate": -0.18013919162416567
            },
            {
              "event_time": 7.0,
              "cohort": 11,
              "estimate": -0.6969900018222167
            },
            {
              "event_time": 8.0,
              "cohort": 11,
              "estimate": -0.15969046236277173
            },
            {
              "event_time": 9.0,
              "cohort": 11,
              "estimate": -0.689392302307596
            },
            {
              "event_time": 10.0,
              "cohort": 11,
              "estimate": 0.22175523635146033
            },
            {
              "event_time": -11.0,
              "cohort": 12,
              "estimate": 0.016930904944046143
            },
            {
              "event_time": -10.0,
              "cohort": 12,
              "estimate": 0.33817196210697353
            },
            {
              "event_time": -9.0,
              "cohort": 12,
              "estimate": -0.12962319461504157
            },
            {
              "event_time": -8.0,
              "cohort": 12,
              "estimate": 0.9211193893647612
            },
            {
              "event_time": -7.0,
              "cohort": 12,
              "estimate": -0.3841438546549919
            },
            {
              "event_time": -6.0,
              "cohort": 12,
              "estimate": -0.334228064811233
            },
            {
              "event_time": -5.0,
              "cohort": 12,
              "estimate": -1.3602197337229285
            },
            {
              "event_time": -4.0,
              "cohort": 12,
              "estimate": -0.6377735536908603
            },
            {
              "event_time": -3.0,
              "cohort": 12,
              "estimate": -0.2746601678641065
            },
            {
              "event_time": -2.0,
              "cohort": 12,
              "estimate": -0.29697589703373517
            },
            {
              "event_time": 0.0,
              "cohort": 12,
              "estimate": 0.2698093761507256
            },
            {
              "event_time": 1.0,
              "cohort": 12,
              "estimate": -0.231240318365446
            },
            {
              "event_time": 2.0,
              "cohort": 12,
              "estimate": -0.2152488674597106
            },
            {
              "event_time": 3.0,
              "cohort": 12,
              "estimate": -0.4922707898476378
            },
            {
              "event_time": 4.0,
              "cohort": 12,
              "estimate": -0.7584614300569578
            },
            {
              "event_time": 5.0,
              "cohort": 12,
              "estimate": -0.5530478579106576
            },
            {
              "event_time": 6.0,
              "cohort": 12,
              "estimate": -0.8732697703673823
            },
            {
              "event_time": 7.0,
              "cohort": 12,
              "estimate": -1.6076165553729163
            },
            {
              "event_time": 8.0,
              "cohort": 12,
              "estimate": -0.43619415903120196
            },
            {
              "event_time": 9.0,
              "cohort": 12,
              "estimate": 0.015594469362433555
            },
            {
              "event_time": -12.0,
              "cohort": 13,
              "estimate": 0.07017955294561636
            },
            {
              "event_time": -11.0,
              "cohort": 13,
              "estimate": 0.0016427518947031983
            },
            {
              "event_time": -10.0,
              "cohort": 13,
              "estimate": 0.42409234258250145
            },
            {
              "event_time": -9.0,
              "cohort": 13,
              "estimate": 1.1039043914389575
            },
            {
              "event_time": -8.0,
              "cohort": 13,
              "estimate": 0.7037136499366503
            },
            {
              "event_time": -7.0,
              "cohort": 13,
              "estimate": 0.11718889800757587
            },
            {
              "event_time": -6.0,
              "cohort": 13,
              "estimate": -0.02951152116545086
            },
            {
              "event_time": -5.0,
              "cohort": 13,
              "estimate": -0.6826050898681137
            },
            {
              "event_time": -4.0,
              "cohort": 13,
              "estimate": -0.6695297307216634
            },
            {
              "event_time": -3.0,
              "cohort": 13,
              "estimate": -0.4069118098040937
            },
            {
              "event_time": -2.0,
              "cohort": 13,
              "estimate": -0.13704411014905113
            },
            {
              "event_time": 0.0,
              "cohort": 13,
              "estimate": -0.4771871131712549
            },
            {
              "event_time": 1.0,
              "cohort": 13,
              "estimate": -0.9764256496342341
            },
            {
              "event_time": 2.0,
              "cohort": 13,
              "estimate": -1.1515053975600251
            },
            {
              "event_time": 3.0,
              "cohort": 13,
              "estimate": -0.9491900216195991
            },
            {
              "event_time": 4.0,
              "cohort": 13,
              "estimate": -0.05382557811533231
            },
            {
              "event_time": 5.0,
              "cohort": 13,
              "estimate": -0.8084663434458226
            },
            {
              "event_time": 6.0,
              "cohort": 13,
              "estimate": -0.7767930876170649
            },
            {
              "event_time": 7.0,
              "cohort": 13,
              "estimate": -1.1890755608190908
            },
            {
              "event_time": 8.0,
              "cohort": 13,
              "estimate": -0.05172424714638729
            },
            {
              "event_time": -13.0,
              "cohort": 14,
              "estimate": 0.11850719680473111
            },
            {
              "event_time": -12.0,
              "cohort": 14,
              "estimate": -0.2709990968776752
            },
            {
              "event_time": -11.0,
              "cohort": 14,
              "estimate": 0.16194189696555417
            },
            {
              "event_time": -10.0,
              "cohort": 14,
              "estimate": -0.5445934105522021
            },
            {
              "event_time": -9.0,
              "cohort": 14,
              "estimate": 0.6171213385563509
            },
            {
              "event_time": -8.0,
              "cohort": 14,
              "estimate": 0.3887653146286911
            },
            {
              "event_time": -7.0,
              "cohort": 14,
              "estimate": 0.4009921423559295
            },
            {
              "event_time": -6.0,
              "cohort": 14,
              "estimate": 0.3668245850006187
            },
            {
              "event_time": -5.0,
              "cohort": 14,
              "estimate": -0.3475926122424743
            },
            {
              "event_time": -4.0,
              "cohort": 14,
              "estimate": -0.4955791026667914
            },
            {
              "event_time": -3.0,
              "cohort": 14,
              "estimate": -0.8608014722684294
            },
            {
              "event_time": -2.0,
              "cohort": 14,
              "estimate": 0.45642599769794656
            },
            {
              "event_time": 0.0,
              "cohort": 14,
              "estimate": -0.031278795759074954
            },
            {
              "event_time": 1.0,
              "cohort": 14,
              "estimate": -0.4123878959789854
            },
            {
              "event_time": 2.0,
              "cohort": 14,
              "estimate": -0.805936452678929
            },
            {
              "event_time": 3.0,
              "cohort": 14,
              "estimate": -0.30236648386225257
            },
            {
              "event_time": 4.0,
              "cohort": 14,
              "estimate": 0.3376045538284381
            },
            {
              "event_time": 5.0,
              "cohort": 14,
              "estimate": -0.5631971343757245
            },
            {
              "event_time": 6.0,
              "cohort": 14,
              "estimate": -0.0942306786295963
            },
            {
              "event_time": 7.0,
              "cohort": 14,
              "estimate": -0.4033097867577765
            },
            {
              "event_time": -14.0,
              "cohort": 15,
              "estimate": 0.6489951113944343
            },
            {
              "event_time": -13.0,
              "cohort": 15,
              "estimate": 0.8692304523961929
            },
            {
              "event_time": -12.0,
              "cohort": 15,
              "estimate": 0.18460313598904443
            },
            {
              "event_time": -11.0,
              "cohort": 15,
              "estimate": 0.8504376836579118
            },
            {
              "event_time": -10.0,
              "cohort": 15,
              "estimate": 0.8294682615447257
            },
            {
              "event_time": -9.0,
              "cohort": 15,
              "estimate": 1.797663842974619
            },
            {
              "event_time": -8.0,
              "cohort": 15,
              "estimate": 1.5230785346469906
            },
            {
              "event_time": -7.0,
              "cohort": 15,
              "estimate": 1.2877338209321936
            },
            {
              "event_time": -6.0,
              "cohort": 15,
              "estimate": 0.4030127406044067
            },
            {
              "event_time": -5.0,
              "cohort": 15,
              "estimate": -1.002738098830957
            },
            {
              "event_time": -4.0,
              "cohort": 15,
              "estimate": -0.019204747841211775
            },
            {
              "event_time": -3.0,
              "cohort": 15,
              "estimate": 0.18048059510241865
            },
            {
              "event_time": -2.0,
              "cohort": 15,
              "estimate": 0.40317581111067435
            },
            {
              "event_time": 0.0,
              "cohort": 15,
              "estimate": 0.2315171695339199
            },
            {
              "event_time": 1.0,
              "cohort": 15,
              "estimate": -1.0850348569336037
            },
            {
              "event_time": 2.0,
              "cohort": 15,
              "estimate": -0.44189482950364367
            },
            {
              "event_time": 3.0,
              "cohort": 15,
              "estimate": -0.7892655267792914
            },
            {
              "event_time": 4.0,
              "cohort": 15,
              "estimate": -0.32669694054983145
            },
            {
              "event_time": 5.0,
              "cohort": 15,
              "estimate": 0.2687778417750217
            },
            {
              "event_time": 6.0,
              "cohort": 15,
              "estimate": -0.28173467435869204
            },
            {
              "event_time": -15.0,
              "cohort": 16,
              "estimate": -0.18054879004912405
            },
            {
              "event_time": -14.0,
              "cohort": 16,
              "estimate": -0.5404040002760986
            },
            {
              "event_time": -13.0,
              "cohort": 16,
              "estimate": 0.21380534371686466
            },
            {
              "event_time": -12.0,
              "cohort": 16,
              "estimate": -0.6235024528210158
            },
            {
              "event_time": -11.0,
              "cohort": 16,
              "estimate": 0.8205978981907769
            },
            {
              "event_time": -10.0,
              "cohort": 16,
              "estimate": 0.85876435983867
            },
            {
              "event_time": -9.0,
              "cohort": 16,
              "estimate": 1.1196081681234737
            },
            {
              "event_time": -8.0,
              "cohort": 16,
              "estimate": 0.8334550379769786
            },
            {
              "event_time": -7.0,
              "cohort": 16,
              "estimate": -0.560643764638218
            },
            {
              "event_time": -6.0,
              "cohort": 16,
              "estimate": -0.9897056010555776
            },
            {
              "event_time": -5.0,
              "cohort": 16,
              "estimate": -1.2857803807124388
            },
            {
              "event_time": -4.0,
              "cohort": 16,
              "estimate": -0.42692794896365394
            },
            {
              "event_time": -3.0,
              "cohort": 16,
              "estimate": -0.5277460417779708
            },
            {
              "event_time": -2.0,
              "cohort": 16,
              "estimate": -0.0022971191379234923
            },
            {
              "event_time": 0.0,
              "cohort": 16,
              "estimate": -0.39344716661985124
            },
            {
              "event_time": 1.0,
              "cohort": 16,
              "estimate": 0.04626228353180921
            },
            {
              "event_time": 2.0,
              "cohort": 16,
              "estimate": -1.0349537582094717
            },
            {
              "event_time": 3.0,
              "cohort": 16,
              "estimate": -1.5319359207187768
            },
            {
              "event_time": 4.0,
              "cohort": 16,
              "estimate": 0.2754955859612195
            },
            {
              "event_time": 5.0,
              "cohort": 16,
              "estimate": -0.22362862628300995
            },
            {
              "event_time": -5.0,
              "cohort": 19,
              "estimate": -1.2166899574126853
            },
            {
              "event_time": -4.0,
              "cohort": 19,
              "estimate": -0.7227554023428208
            },
            {
              "event_time": -3.0,
              "cohort": 19,
              "estimate": -0.6932617600787191
            },
            {
              "event_time": -2.0,
              "cohort": 19,
              "estimate": 0.28317481290807767
            },
            {
              "event_time": 0.0,
              "cohort": 19,
              "estimate": 0.0735778118426183
            },
            {
              "event_time": 1.0,
              "cohort": 19,
              "estimate": -0.7972874025832623
            },
            {
              "event_time": 2.0,
              "cohort": 19,
              "estimate": 0.22314689216254135
            }
          ]
        }
      }
    },
    "alternative_models": {
      "y__d": [
        {
          "method": "CS-DID",
          "class": "csdid.att_gt.ATTgt",
          "package": {
            "csdid": "0.4.2",
            "drdid": "1.1.6"
          },
          "parameters": {
            "est_method": "dr",
            "covariate_basis": "intercept",
            "control_group": "notyettreated",
            "xformla": "y ~ 1",
            "panel": true,
            "effective_panel": false,
            "allow_unbalanced_panel": true,
            "weights_name": "weight",
            "fix_weights": "varying",
            "base_period": "universal",
            "clustervar": "cluster",
            "aggregate": "dynamic",
            "faster_mode": true
          },
          "data_structure": "unbalanced or varying-weight panel; native repeated-cross-section comparisons",
          "aggregations": {
            "summaries": [
              {
                "typec": "dynamic",
                "aggregation": "Native CS-DID dynamic",
                "matches_treated_unit_year_target": false,
                "estimate": -0.245410623111762,
                "se": 0.110069440096987,
                "lower": -0.46114276150034544,
                "upper": -0.029678484723178578
              },
              {
                "typec": "simple",
                "aggregation": "Native CS-DID simple",
                "matches_treated_unit_year_target": false,
                "estimate": -0.20996292055667418,
                "se": 0.10779686376357683,
                "lower": -0.4212408911796556,
                "upper": 0.0013150500663072495
              },
              {
                "typec": "group",
                "aggregation": "Native CS-DID group",
                "matches_treated_unit_year_target": false,
                "estimate": -0.1805409610863417,
                "se": 0.09981028550732386,
                "lower": -0.3761655259673566,
                "upper": 0.015083603794673162
              },
              {
                "typec": "treated_cells",
                "aggregation": "Observed treated observations, configured weights",
                "matches_treated_unit_year_target": true,
                "weight_sum": 452551.0,
                "post_cells": 124,
                "estimate": -0.21122295062144952,
                "se": 0.10945573646945786,
                "lower": -0.42575225200289424,
                "upper": 0.003306350759995219
              }
            ],
            "same_group_time_effects": true,
            "additional_covariates": []
          },
          "estimate": -0.245410623111762,
          "se": 0.110069440096987,
          "lower": -0.46114276150034544,
          "upper": -0.029678484723178578,
          "event_study": [
            {
              "event_time": -18,
              "estimate": 0.24224603639275524,
              "se": 0.2191364087083661,
              "lower": -0.18725343237709177,
              "upper": 0.6717455051626022,
              "relative_to_minus_one": 0.24224603639275524,
              "n": 0.0
            },
            {
              "event_time": -17,
              "estimate": 0.29837458394515465,
              "se": 0.4359434773869749,
              "lower": -0.5560589310284676,
              "upper": 1.152808098918777,
              "relative_to_minus_one": 0.29837458394515465,
              "n": 0.0
            },
            {
              "event_time": -16,
              "estimate": -0.5833296001637467,
              "se": 0.5696892922110358,
              "lower": -1.6999000952754917,
              "upper": 0.5332408949479983,
              "relative_to_minus_one": -0.5833296001637467,
              "n": 0.0
            },
            {
              "event_time": -15,
              "estimate": 0.04019695907896435,
              "se": 0.49832288264693025,
              "lower": -0.9364979435811988,
              "upper": 1.0168918617391274,
              "relative_to_minus_one": 0.04019695907896435,
              "n": 0.0
            },
            {
              "event_time": -14,
              "estimate": 0.5180343449150733,
              "se": 0.2505091018827967,
              "lower": 0.02704552742531674,
              "upper": 1.0090231624048298,
              "relative_to_minus_one": 0.5180343449150733,
              "n": 0.0
            },
            {
              "event_time": -13,
              "estimate": -0.02978876784085397,
              "se": 0.22250371212653583,
              "lower": -0.4658880300353323,
              "upper": 0.4063104943536243,
              "relative_to_minus_one": -0.02978876784085397,
              "n": 0.0
            },
            {
              "event_time": -12,
              "estimate": 0.015639335950971618,
              "se": 0.19746594994642536,
              "lower": -0.3713868141170111,
              "upper": 0.4026654860189543,
              "relative_to_minus_one": 0.015639335950971618,
              "n": 0.0
            },
            {
              "event_time": -11,
              "estimate": -0.2291322651919882,
              "se": 0.2299376531314014,
              "lower": -0.6798017840191986,
              "upper": 0.22153725363522214,
              "relative_to_minus_one": -0.2291322651919882,
              "n": 0.0
            },
            {
              "event_time": -10,
              "estimate": -0.22078919933988653,
              "se": 0.20437544067480304,
              "lower": -0.6213577023870029,
              "upper": 0.17977930370722986,
              "relative_to_minus_one": -0.22078919933988653,
              "n": 0.0
            },
            {
              "event_time": -9,
              "estimate": 0.2611459869585823,
              "se": 0.25810291367291094,
              "lower": -0.2447264281451738,
              "upper": 0.7670184020623385,
              "relative_to_minus_one": 0.2611459869585823,
              "n": 0.0
            },
            {
              "event_time": -8,
              "estimate": 0.10642595292728141,
              "se": 0.18215479263406645,
              "lower": -0.2505908802468508,
              "upper": 0.4634427861014136,
              "relative_to_minus_one": 0.10642595292728141,
              "n": 0.0
            },
            {
              "event_time": -7,
              "estimate": 0.11167830023842966,
              "se": 0.1594396127155308,
              "lower": -0.20081759839302515,
              "upper": 0.4241741988698845,
              "relative_to_minus_one": 0.11167830023842966,
              "n": 0.0
            },
            {
              "event_time": -6,
              "estimate": -0.053030933707992514,
              "se": 0.1383674249700053,
              "lower": -0.32422610328275103,
              "upper": 0.21816423586676603,
              "relative_to_minus_one": -0.053030933707992514,
              "n": 0.0
            },
            {
              "event_time": -5,
              "estimate": -0.0007854685686690763,
              "se": 0.12022425578881356,
              "lower": -0.23642067998287475,
              "upper": 0.2348497428455366,
              "relative_to_minus_one": -0.0007854685686690763,
              "n": 0.0
            },
            {
              "event_time": -4,
              "estimate": 0.01697912326793868,
              "se": 0.10879613484571699,
              "lower": -0.1962573826868298,
              "upper": 0.23021562922270716,
              "relative_to_minus_one": 0.01697912326793868,
              "n": 0.0
            },
            {
              "event_time": -3,
              "estimate": 0.05277329123629327,
              "se": 0.09464758952370557,
              "lower": -0.13273257545370018,
              "upper": 0.2382791579262867,
              "relative_to_minus_one": 0.05277329123629327,
              "n": 0.0
            },
            {
              "event_time": -2,
              "estimate": 0.0010538206479715536,
              "se": 0.09585933636123364,
              "lower": -0.18682702620195724,
              "upper": 0.18893466749790033,
              "relative_to_minus_one": 0.0010538206479715536,
              "n": 0.0
            },
            {
              "event_time": -1,
              "estimate": 0.0,
              "se": null,
              "lower": null,
              "upper": null,
              "relative_to_minus_one": 0.0,
              "n": 0.0
            },
            {
              "event_time": 0,
              "estimate": -0.05944582106889644,
              "se": 0.07273214195326122,
              "lower": -0.20199819981574313,
              "upper": 0.08310655767795026,
              "relative_to_minus_one": -0.05944582106889644,
              "n": 34794.0
            },
            {
              "event_time": 1,
              "estimate": -0.0017493777498782028,
              "se": 0.08731398410139325,
              "lower": -0.17288164193531186,
              "upper": 0.16938288643555544,
              "relative_to_minus_one": -0.0017493777498782028,
              "n": 34265.0
            },
            {
              "event_time": 2,
              "estimate": -0.059926393109736506,
              "se": 0.1138547138210411,
              "lower": -0.2830775316690918,
              "upper": 0.1632247454496188,
              "relative_to_minus_one": -0.059926393109736506,
              "n": 34321.0
            },
            {
              "event_time": 3,
              "estimate": -0.12132731551146715,
              "se": 0.11090903679381445,
              "lower": -0.33870503318737116,
              "upper": 0.09605040216443687,
              "relative_to_minus_one": -0.12132731551146715,
              "n": 33246.0
            },
            {
              "event_time": 4,
              "estimate": -0.17153473550212636,
              "se": 0.12104508324028984,
              "lower": -0.40877873915874735,
              "upper": 0.06570926815449463,
              "relative_to_minus_one": -0.17153473550212636,
              "n": 32834.0
            },
            {
              "event_time": 5,
              "estimate": -0.17461457549638507,
              "se": 0.14463270014982377,
              "lower": -0.4580894587768205,
              "upper": 0.1088603077840504,
              "relative_to_minus_one": -0.17461457549638507,
              "n": 33623.0
            },
            {
              "event_time": 6,
              "estimate": -0.09323276225103463,
              "se": 0.1622920068596949,
              "lower": -0.41131925067476405,
              "upper": 0.22485372617269475,
              "relative_to_minus_one": -0.09323276225103463,
              "n": 33895.0
            },
            {
              "event_time": 7,
              "estimate": -0.2584239453722579,
              "se": 0.15237953764338444,
              "lower": -0.5570823511341568,
              "upper": 0.04023446038964107,
              "relative_to_minus_one": -0.2584239453722579,
              "n": 30528.0
            },
            {
              "event_time": 8,
              "estimate": -0.40084280230398944,
              "se": 0.15121997113074853,
              "lower": -0.6972284994634432,
              "upper": -0.1044571051445356,
              "relative_to_minus_one": -0.40084280230398944,
              "n": 29783.0
            },
            {
              "event_time": 9,
              "estimate": -0.403839432699029,
              "se": 0.17541887909028506,
              "lower": -0.7476541179243741,
              "upper": -0.060024747473683915,
              "relative_to_minus_one": -0.403839432699029,
              "n": 28731.0
            },
            {
              "event_time": 10,
              "estimate": -0.1996463157244593,
              "se": 0.17272357219668483,
              "lower": -0.5381782965110653,
              "upper": 0.13888566506214678,
              "relative_to_minus_one": -0.1996463157244593,
              "n": 28159.0
            },
            {
              "event_time": 11,
              "estimate": -0.46988257872279526,
              "se": 0.18607331532338076,
              "lower": -0.8345795752405865,
              "upper": -0.10518558220500401,
              "relative_to_minus_one": -0.46988257872279526,
              "n": 27366.0
            },
            {
              "event_time": 12,
              "estimate": -0.3299330839913545,
              "se": 0.20603104908672384,
              "lower": -0.7337465198983373,
              "upper": 0.0738803519156282,
              "relative_to_minus_one": -0.3299330839913545,
              "n": 28256.0
            },
            {
              "event_time": 13,
              "estimate": -0.2525123760879897,
              "se": 0.23138591879338044,
              "lower": -0.7060204434527251,
              "upper": 0.2009956912767456,
              "relative_to_minus_one": -0.2525123760879897,
              "n": 29177.0
            },
            {
              "event_time": 14,
              "estimate": -0.5955880356600651,
              "se": 0.25667045256094595,
              "lower": -1.0986528785751157,
              "upper": -0.09252319274501464,
              "relative_to_minus_one": -0.5955880356600651,
              "n": 12694.0
            },
            {
              "event_time": 15,
              "estimate": -0.3340704185367275,
              "se": 0.13105167825115852,
              "lower": -0.5909269880225292,
              "upper": -0.07721384905092571,
              "relative_to_minus_one": -0.3340704185367275,
              "n": 879.0
            }
          ],
          "group_time_estimates": [
            {
              "group": 6,
              "year": 1,
              "att": 0.6567847723763767,
              "se": 0.07908510608478803,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 6,
              "year": 2,
              "att": 0.2044188007905084,
              "se": 0.0706854860799921,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 6,
              "year": 3,
              "att": 0.23414033103083043,
              "se": 0.06458601050704071,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 6,
              "year": 4,
              "att": -0.23184161690520097,
              "se": 0.062224496445558615,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 6,
              "year": 5,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 6,
              "year": 6,
              "att": 0.05663389827215512,
              "se": 0.07142681368157447,
              "event_time": 0,
              "mass": 790.0
            },
            {
              "group": 6,
              "year": 7,
              "att": 0.557553908040754,
              "se": 0.07236361914570878,
              "event_time": 1,
              "mass": 751.0
            },
            {
              "group": 6,
              "year": 8,
              "att": 0.34678632515209584,
              "se": 0.10731670989898534,
              "event_time": 2,
              "mass": 737.0
            },
            {
              "group": 6,
              "year": 9,
              "att": 0.7823064508023738,
              "se": 0.11802640358223457,
              "event_time": 3,
              "mass": 753.0
            },
            {
              "group": 6,
              "year": 10,
              "att": 0.007619642343001549,
              "se": 0.13327132814858275,
              "event_time": 4,
              "mass": 719.0
            },
            {
              "group": 6,
              "year": 11,
              "att": 0.2254574325627951,
              "se": 0.10834729018395502,
              "event_time": 5,
              "mass": 824.0
            },
            {
              "group": 6,
              "year": 12,
              "att": 0.5992327952173705,
              "se": 0.12964147148605573,
              "event_time": 6,
              "mass": 717.0
            },
            {
              "group": 6,
              "year": 13,
              "att": 0.9210802701396446,
              "se": 0.14901689669600657,
              "event_time": 7,
              "mass": 826.0
            },
            {
              "group": 6,
              "year": 14,
              "att": 0.11859086557790008,
              "se": 0.1558406136166594,
              "event_time": 8,
              "mass": 856.0
            },
            {
              "group": 6,
              "year": 15,
              "att": 0.2684701541458888,
              "se": 0.12630299234330783,
              "event_time": 9,
              "mass": 801.0
            },
            {
              "group": 6,
              "year": 16,
              "att": 0.04126514426008914,
              "se": 0.1337778023225018,
              "event_time": 10,
              "mass": 818.0
            },
            {
              "group": 6,
              "year": 17,
              "att": -0.02101740786113271,
              "se": 0.14263315361310883,
              "event_time": 11,
              "mass": 804.0
            },
            {
              "group": 6,
              "year": 18,
              "att": -0.1755601821774831,
              "se": 0.11120013969142488,
              "event_time": 12,
              "mass": 892.0
            },
            {
              "group": 6,
              "year": 19,
              "att": 0.15071629765647176,
              "se": 0.13994668953186984,
              "event_time": 13,
              "mass": 804.0
            },
            {
              "group": 6,
              "year": 20,
              "att": 0.4911611829594015,
              "se": 0.1338825066573766,
              "event_time": 14,
              "mass": 887.0
            },
            {
              "group": 6,
              "year": 21,
              "att": -0.3340704185367275,
              "se": 0.13105167825115852,
              "event_time": 15,
              "mass": 879.0
            },
            {
              "group": 7,
              "year": 1,
              "att": -0.41398442890884135,
              "se": 0.3052951136523396,
              "event_time": -6,
              "mass": 0.0
            },
            {
              "group": 7,
              "year": 2,
              "att": 0.09305377022702906,
              "se": 0.15803084553590668,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 7,
              "year": 3,
              "att": -0.1771400341542564,
              "se": 0.112075893574106,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 7,
              "year": 4,
              "att": 0.14459296622020612,
              "se": 0.15196429065847877,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 7,
              "year": 5,
              "att": -0.03710201640869533,
              "se": 0.20308893614501117,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 7,
              "year": 6,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 7,
              "year": 7,
              "att": 0.02272143433669015,
              "se": 0.10889435265378417,
              "event_time": 0,
              "mass": 9386.0
            },
            {
              "group": 7,
              "year": 8,
              "att": 0.0815258044405596,
              "se": 0.13486488073398864,
              "event_time": 1,
              "mass": 9065.0
            },
            {
              "group": 7,
              "year": 9,
              "att": -0.015052771034502315,
              "se": 0.1547497809626058,
              "event_time": 2,
              "mass": 9171.0
            },
            {
              "group": 7,
              "year": 10,
              "att": -0.14730664853543732,
              "se": 0.19182065641930787,
              "event_time": 3,
              "mass": 8858.0
            },
            {
              "group": 7,
              "year": 11,
              "att": 0.013746037888992783,
              "se": 0.14574487873513997,
              "event_time": 4,
              "mass": 9081.0
            },
            {
              "group": 7,
              "year": 12,
              "att": -0.39220795949766274,
              "se": 0.2256913307396983,
              "event_time": 5,
              "mass": 8500.0
            },
            {
              "group": 7,
              "year": 13,
              "att": -0.40973223075428233,
              "se": 0.24040793762458865,
              "event_time": 6,
              "mass": 8951.0
            },
            {
              "group": 7,
              "year": 14,
              "att": -0.2592895510996127,
              "se": 0.2613494789948194,
              "event_time": 7,
              "mass": 8909.0
            },
            {
              "group": 7,
              "year": 15,
              "att": -0.695602672298883,
              "se": 0.20693291533659736,
              "event_time": 8,
              "mass": 8709.0
            },
            {
              "group": 7,
              "year": 16,
              "att": -0.7248891302591842,
              "se": 0.25171503492737,
              "event_time": 9,
              "mass": 8942.0
            },
            {
              "group": 7,
              "year": 17,
              "att": -0.6665738875298267,
              "se": 0.24422376674287244,
              "event_time": 10,
              "mass": 9254.0
            },
            {
              "group": 7,
              "year": 18,
              "att": -0.8397444981886093,
              "se": 0.21369171288671765,
              "event_time": 11,
              "mass": 8817.0
            },
            {
              "group": 7,
              "year": 19,
              "att": -0.8769363250804505,
              "se": 0.20953282269408774,
              "event_time": 12,
              "mass": 9937.0
            },
            {
              "group": 7,
              "year": 20,
              "att": -0.8357713324191111,
              "se": 0.2768428851177591,
              "event_time": 13,
              "mass": 10612.0
            },
            {
              "group": 7,
              "year": 21,
              "att": -0.6897435009214709,
              "se": 0.2418704378516438,
              "event_time": 14,
              "mass": 11807.0
            },
            {
              "group": 8,
              "year": 1,
              "att": 0.11047947520346788,
              "se": 0.20367747304290051,
              "event_time": -7,
              "mass": 0.0
            },
            {
              "group": 8,
              "year": 2,
              "att": 0.05721763255173913,
              "se": 0.17219442031174118,
              "event_time": -6,
              "mass": 0.0
            },
            {
              "group": 8,
              "year": 3,
              "att": 0.06647086022068131,
              "se": 0.17460390893815217,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 8,
              "year": 4,
              "att": 0.2679728113603881,
              "se": 0.1502529519245449,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 8,
              "year": 5,
              "att": 0.017905578072011073,
              "se": 0.14803765725461296,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 8,
              "year": 6,
              "att": -0.037525129964174654,
              "se": 0.1518806116233396,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 8,
              "year": 7,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 8,
              "year": 8,
              "att": -0.14448666844916924,
              "se": 0.1273591595892785,
              "event_time": 0,
              "mass": 13931.0
            },
            {
              "group": 8,
              "year": 9,
              "att": 0.06448211671758886,
              "se": 0.15841767793597245,
              "event_time": 1,
              "mass": 13957.0
            },
            {
              "group": 8,
              "year": 10,
              "att": -0.021316351282029418,
              "se": 0.19961143035885068,
              "event_time": 2,
              "mass": 13568.0
            },
            {
              "group": 8,
              "year": 11,
              "att": -0.16893953465345346,
              "se": 0.19550532653828123,
              "event_time": 3,
              "mass": 14026.0
            },
            {
              "group": 8,
              "year": 12,
              "att": -0.24683522782755585,
              "se": 0.2438478028471162,
              "event_time": 4,
              "mass": 13324.0
            },
            {
              "group": 8,
              "year": 13,
              "att": -0.19495491966038656,
              "se": 0.24203420476557252,
              "event_time": 5,
              "mass": 14205.0
            },
            {
              "group": 8,
              "year": 14,
              "att": -0.03137195418167411,
              "se": 0.2616705076779908,
              "event_time": 6,
              "mass": 14292.0
            },
            {
              "group": 8,
              "year": 15,
              "att": -0.3876322012271614,
              "se": 0.2182995499509932,
              "event_time": 7,
              "mass": 13935.0
            },
            {
              "group": 8,
              "year": 16,
              "att": -0.34032888226472346,
              "se": 0.22175854394432487,
              "event_time": 8,
              "mass": 14495.0
            },
            {
              "group": 8,
              "year": 17,
              "att": -0.32557647880262053,
              "se": 0.2198964667812844,
              "event_time": 9,
              "mass": 14616.0
            },
            {
              "group": 8,
              "year": 18,
              "att": 0.03678746849124922,
              "se": 0.18968007542333754,
              "event_time": 10,
              "mass": 14587.0
            },
            {
              "group": 8,
              "year": 19,
              "att": -0.3009399576471419,
              "se": 0.25608563746271407,
              "event_time": 11,
              "mass": 15045.0
            },
            {
              "group": 8,
              "year": 20,
              "att": -0.00402682752738052,
              "se": 0.23001528707576577,
              "event_time": 12,
              "mass": 15781.0
            },
            {
              "group": 8,
              "year": 21,
              "att": 0.09481982616235513,
              "se": 0.24291732734832838,
              "event_time": 13,
              "mass": 17761.0
            },
            {
              "group": 9,
              "year": 1,
              "att": 0.04962268014596937,
              "se": 0.3147788211128586,
              "event_time": -8,
              "mass": 0.0
            },
            {
              "group": 9,
              "year": 2,
              "att": 0.06223781551825545,
              "se": 0.22493210102271327,
              "event_time": -7,
              "mass": 0.0
            },
            {
              "group": 9,
              "year": 3,
              "att": 0.3922143078169061,
              "se": 0.1394659933864543,
              "event_time": -6,
              "mass": 0.0
            },
            {
              "group": 9,
              "year": 4,
              "att": 0.09373315223895165,
              "se": 0.19800528870588566,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 9,
              "year": 5,
              "att": -0.02960093931871195,
              "se": 0.23835361917845863,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 9,
              "year": 6,
              "att": 0.5077504022208885,
              "se": 0.24770804247607084,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 9,
              "year": 7,
              "att": 0.5012103323600605,
              "se": 0.20862431148650276,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 9,
              "year": 8,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 9,
              "year": 9,
              "att": -0.21198396702109124,
              "se": 0.2642376147596313,
              "event_time": 0,
              "mass": 1275.0
            },
            {
              "group": 9,
              "year": 10,
              "att": -0.4481535101935594,
              "se": 0.42392575007634387,
              "event_time": 1,
              "mass": 1254.0
            },
            {
              "group": 9,
              "year": 11,
              "att": -0.8061381421454895,
              "se": 0.3642434377301925,
              "event_time": 2,
              "mass": 1337.0
            },
            {
              "group": 9,
              "year": 12,
              "att": -0.5068864780304333,
              "se": 0.2513133300308006,
              "event_time": 3,
              "mass": 1368.0
            },
            {
              "group": 9,
              "year": 13,
              "att": -0.9228725928203326,
              "se": 0.2988624310281834,
              "event_time": 4,
              "mass": 1325.0
            },
            {
              "group": 9,
              "year": 14,
              "att": 0.4492968383469593,
              "se": 0.3431156088113505,
              "event_time": 5,
              "mass": 1265.0
            },
            {
              "group": 9,
              "year": 15,
              "att": -0.6528954085154726,
              "se": 0.45215060197696305,
              "event_time": 6,
              "mass": 1208.0
            },
            {
              "group": 9,
              "year": 16,
              "att": -0.5895888321618588,
              "se": 0.22468060985014493,
              "event_time": 7,
              "mass": 1226.0
            },
            {
              "group": 9,
              "year": 17,
              "att": -0.06986838408566462,
              "se": 0.37017301552940446,
              "event_time": 8,
              "mass": 1276.0
            },
            {
              "group": 9,
              "year": 18,
              "att": -0.2162214748509644,
              "se": 0.6459814715093108,
              "event_time": 9,
              "mass": 1246.0
            },
            {
              "group": 9,
              "year": 19,
              "att": -0.028059573429852876,
              "se": 0.49586122502535146,
              "event_time": 10,
              "mass": 1365.0
            },
            {
              "group": 9,
              "year": 20,
              "att": -0.5370222439163362,
              "se": 0.19045430224615167,
              "event_time": 11,
              "mass": 1462.0
            },
            {
              "group": 9,
              "year": 21,
              "att": -0.19816115211612742,
              "se": 0.6575976544366489,
              "event_time": 12,
              "mass": 1646.0
            },
            {
              "group": 10,
              "year": 1,
              "att": 1.3490648744855698,
              "se": 0.7317943617690414,
              "event_time": -9,
              "mass": 0.0
            },
            {
              "group": 10,
              "year": 2,
              "att": 0.7269482260554762,
              "se": 0.37427175266323814,
              "event_time": -8,
              "mass": 0.0
            },
            {
              "group": 10,
              "year": 3,
              "att": 0.9775811460297605,
              "se": 0.18946749810354546,
              "event_time": -7,
              "mass": 0.0
            },
            {
              "group": 10,
              "year": 4,
              "att": 0.23715238638130692,
              "se": 0.2647532184030164,
              "event_time": -6,
              "mass": 0.0
            },
            {
              "group": 10,
              "year": 5,
              "att": 0.5299457090242803,
              "se": 0.1464271883862853,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 10,
              "year": 6,
              "att": 0.5757592217983992,
              "se": 0.138403385899144,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 10,
              "year": 7,
              "att": 0.6080827836081386,
              "se": 0.4243143011031966,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 10,
              "year": 8,
              "att": 0.2704259860683943,
              "se": 0.17712687162471533,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 10,
              "year": 9,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 10,
              "year": 10,
              "att": -0.7230441674462976,
              "se": 0.6010583321491534,
              "event_time": 0,
              "mass": 1001.0
            },
            {
              "group": 10,
              "year": 11,
              "att": -0.7331071509004979,
              "se": 0.7400961031861998,
              "event_time": 1,
              "mass": 1045.0
            },
            {
              "group": 10,
              "year": 12,
              "att": 0.2565104108731106,
              "se": 0.20488117238285422,
              "event_time": 2,
              "mass": 1102.0
            },
            {
              "group": 10,
              "year": 13,
              "att": -0.039999676342778824,
              "se": 0.5933336881765132,
              "event_time": 3,
              "mass": 1091.0
            },
            {
              "group": 10,
              "year": 14,
              "att": 0.12544692603819863,
              "se": 0.15118356552001994,
              "event_time": 4,
              "mass": 1114.0
            },
            {
              "group": 10,
              "year": 15,
              "att": 0.3528720556015502,
              "se": 0.16730864830910122,
              "event_time": 5,
              "mass": 1132.0
            },
            {
              "group": 10,
              "year": 16,
              "att": -0.09885708758122948,
              "se": 0.5949902304209572,
              "event_time": 6,
              "mass": 1128.0
            },
            {
              "group": 10,
              "year": 17,
              "att": 0.24889018588250542,
              "se": 0.12042280186264921,
              "event_time": 7,
              "mass": 1164.0
            },
            {
              "group": 10,
              "year": 18,
              "att": -0.24518800162228205,
              "se": 0.16487459712619462,
              "event_time": 8,
              "mass": 1193.0
            },
            {
              "group": 10,
              "year": 19,
              "att": -0.05714492508279643,
              "se": 0.8185780314015806,
              "event_time": 9,
              "mass": 1078.0
            },
            {
              "group": 10,
              "year": 20,
              "att": -0.21229874073152444,
              "se": 0.3860880568780556,
              "event_time": 10,
              "mass": 1118.0
            },
            {
              "group": 10,
              "year": 21,
              "att": 0.1410897706566233,
              "se": 0.20287570006153122,
              "event_time": 11,
              "mass": 1238.0
            },
            {
              "group": 11,
              "year": 1,
              "att": -0.031231628543152066,
              "se": 0.15711143163096364,
              "event_time": -10,
              "mass": 0.0
            },
            {
              "group": 11,
              "year": 2,
              "att": 0.1473663672222771,
              "se": 0.12486996356331544,
              "event_time": -9,
              "mass": 0.0
            },
            {
              "group": 11,
              "year": 3,
              "att": -0.3233882517030193,
              "se": 0.11720490860725725,
              "event_time": -8,
              "mass": 0.0
            },
            {
              "group": 11,
              "year": 4,
              "att": -0.5878565561702689,
              "se": 0.12132308719185915,
              "event_time": -7,
              "mass": 0.0
            },
            {
              "group": 11,
              "year": 5,
              "att": -0.8403891205123186,
              "se": 0.1346816314433487,
              "event_time": -6,
              "mass": 0.0
            },
            {
              "group": 11,
              "year": 6,
              "att": -1.5419001821716378,
              "se": 0.16408364518676907,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 11,
              "year": 7,
              "att": -1.3662213140190744,
              "se": 0.15204365183482277,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 11,
              "year": 8,
              "att": -0.5631424169994053,
              "se": 0.1359026295696829,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 11,
              "year": 9,
              "att": -0.44460678309547796,
              "se": 0.09950049286792698,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 11,
              "year": 10,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 11,
              "year": 11,
              "att": -0.18344195777704025,
              "se": 0.1178528808985309,
              "event_time": 0,
              "mass": 1008.0
            },
            {
              "group": 11,
              "year": 12,
              "att": 0.007303483338975213,
              "se": 0.10989460430776023,
              "event_time": 1,
              "mass": 974.0
            },
            {
              "group": 11,
              "year": 13,
              "att": -0.5169343567378409,
              "se": 0.12006386544104494,
              "event_time": 2,
              "mass": 1091.0
            },
            {
              "group": 11,
              "year": 14,
              "att": -0.6420580727540101,
              "se": 0.14442500686986232,
              "event_time": 3,
              "mass": 1022.0
            },
            {
              "group": 11,
              "year": 15,
              "att": 0.21050278827162316,
              "se": 0.14665822785769703,
              "event_time": 4,
              "mass": 970.0
            },
            {
              "group": 11,
              "year": 16,
              "att": -0.1474349438812039,
              "se": 0.15387036677621815,
              "event_time": 5,
              "mass": 979.0
            },
            {
              "group": 11,
              "year": 17,
              "att": 0.35924646108482317,
              "se": 0.13132716610903858,
              "event_time": 6,
              "mass": 987.0
            },
            {
              "group": 11,
              "year": 18,
              "att": 0.17017036186950482,
              "se": 0.13299018148273825,
              "event_time": 7,
              "mass": 983.0
            },
            {
              "group": 11,
              "year": 19,
              "att": -0.10476900938086256,
              "se": 0.1800726313858145,
              "event_time": 8,
              "mass": 966.0
            },
            {
              "group": 11,
              "year": 20,
              "att": -0.4459423546832609,
              "se": 0.17412298086569283,
              "event_time": 9,
              "mass": 945.0
            },
            {
              "group": 11,
              "year": 21,
              "att": 0.24257726902979054,
              "se": 0.1654035720023815,
              "event_time": 10,
              "mass": 1017.0
            },
            {
              "group": 12,
              "year": 1,
              "att": -0.6996599434447872,
              "se": 0.13556232879364882,
              "event_time": -11,
              "mass": 0.0
            },
            {
              "group": 12,
              "year": 2,
              "att": -0.32684065321021677,
              "se": 0.11518823924861335,
              "event_time": -10,
              "mass": 0.0
            },
            {
              "group": 12,
              "year": 3,
              "att": -0.9991153364699864,
              "se": 0.10062051041721917,
              "event_time": -9,
              "mass": 0.0
            },
            {
              "group": 12,
              "year": 4,
              "att": 0.10169564964319401,
              "se": 0.10178738027632418,
              "event_time": -8,
              "mass": 0.0
            },
            {
              "group": 12,
              "year": 5,
              "att": -0.8140915510380579,
              "se": 0.10813080088528344,
              "event_time": -7,
              "mass": 0.0
            },
            {
              "group": 12,
              "year": 6,
              "att": -0.3955799777911746,
              "se": 0.1257578197280353,
              "event_time": -6,
              "mass": 0.0
            },
            {
              "group": 12,
              "year": 7,
              "att": -0.7794694072946523,
              "se": 0.13366935700760985,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 12,
              "year": 8,
              "att": -0.5469547096537134,
              "se": 0.12764176870823338,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 12,
              "year": 9,
              "att": -0.1351682507453043,
              "se": 0.09497450206097842,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 12,
              "year": 10,
              "att": -0.38016915716367167,
              "se": 0.12225895945461389,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 12,
              "year": 11,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 12,
              "year": 12,
              "att": 0.27536191696271395,
              "se": 0.10450306458286414,
              "event_time": 0,
              "mass": 952.0
            },
            {
              "group": 12,
              "year": 13,
              "att": 0.3213011613072388,
              "se": 0.12279331400485133,
              "event_time": 1,
              "mass": 969.0
            },
            {
              "group": 12,
              "year": 14,
              "att": 0.2371394284346182,
              "se": 0.1270816594136626,
              "event_time": 2,
              "mass": 984.0
            },
            {
              "group": 12,
              "year": 15,
              "att": 0.26641233026340294,
              "se": 0.1173770967786037,
              "event_time": 3,
              "mass": 965.0
            },
            {
              "group": 12,
              "year": 16,
              "att": -0.8531600461764989,
              "se": 0.11244958344362406,
              "event_time": 4,
              "mass": 1017.0
            },
            {
              "group": 12,
              "year": 17,
              "att": -0.4508835399471907,
              "se": 0.12227828225119294,
              "event_time": 5,
              "mass": 973.0
            },
            {
              "group": 12,
              "year": 18,
              "att": -0.3127448574560089,
              "se": 0.10837355599524713,
              "event_time": 6,
              "mass": 876.0
            },
            {
              "group": 12,
              "year": 19,
              "att": -0.6855410920295439,
              "se": 0.1523531392177622,
              "event_time": 7,
              "mass": 967.0
            },
            {
              "group": 12,
              "year": 20,
              "att": -0.36988764782761135,
              "se": 0.1571769252810994,
              "event_time": 8,
              "mass": 996.0
            },
            {
              "group": 12,
              "year": 21,
              "att": 0.2612646886471561,
              "se": 0.11827634160582187,
              "event_time": 9,
              "mass": 1103.0
            },
            {
              "group": 13,
              "year": 1,
              "att": 0.09479718887961677,
              "se": 0.3189731893662077,
              "event_time": -12,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 2,
              "att": -0.5334220545374885,
              "se": 0.5326870268610414,
              "event_time": -11,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 3,
              "att": -0.02551259956490205,
              "se": 0.37651825909900843,
              "event_time": -10,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 4,
              "att": 0.43328273983202686,
              "se": 0.1480466402191708,
              "event_time": -9,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 5,
              "att": 0.037098973271980175,
              "se": 0.43124360118687505,
              "event_time": -8,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 6,
              "att": -0.17846828285489777,
              "se": 0.34023363462304496,
              "event_time": -7,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 7,
              "att": 0.015592289695897231,
              "se": 0.1518560917146309,
              "event_time": -6,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 8,
              "att": 0.02867463313048808,
              "se": 0.1514877290700665,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 9,
              "att": -0.3720375213504272,
              "se": 0.3580778897036121,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 10,
              "att": -0.1262599358536303,
              "se": 0.17907691467689396,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 11,
              "att": -0.2033596036965566,
              "se": 0.15356921079106545,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 12,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 13,
              "year": 13,
              "att": -0.33857045949268505,
              "se": 0.18368414992973034,
              "event_time": 0,
              "mass": 1357.0
            },
            {
              "group": 13,
              "year": 14,
              "att": -0.20587160903754248,
              "se": 0.5063842070972298,
              "event_time": 1,
              "mass": 1285.0
            },
            {
              "group": 13,
              "year": 15,
              "att": -0.6893280953909859,
              "se": 0.20000729904232664,
              "event_time": 2,
              "mass": 1296.0
            },
            {
              "group": 13,
              "year": 16,
              "att": -0.1401828378650359,
              "se": 0.15592444897310143,
              "event_time": 3,
              "mass": 1326.0
            },
            {
              "group": 13,
              "year": 17,
              "att": -0.08622272232507552,
              "se": 0.3118727121407569,
              "event_time": 4,
              "mass": 1314.0
            },
            {
              "group": 13,
              "year": 18,
              "att": -0.5945131215554851,
              "se": 0.3522113896063121,
              "event_time": 5,
              "mass": 1373.0
            },
            {
              "group": 13,
              "year": 19,
              "att": -0.058263553848870685,
              "se": 0.23699074640896195,
              "event_time": 6,
              "mass": 1359.0
            },
            {
              "group": 13,
              "year": 20,
              "att": -0.40580927105569103,
              "se": 0.1728437631050136,
              "event_time": 7,
              "mass": 1160.0
            },
            {
              "group": 13,
              "year": 21,
              "att": -0.05912742376414023,
              "se": 0.4928267652408327,
              "event_time": 8,
              "mass": 1292.0
            },
            {
              "group": 14,
              "year": 1,
              "att": -0.4404478510737298,
              "se": 0.36771246146359454,
              "event_time": -13,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 2,
              "att": -0.2923246523341324,
              "se": 0.37924073111666706,
              "event_time": -12,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 3,
              "att": -0.36723844658757765,
              "se": 0.3102027890990259,
              "event_time": -11,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 4,
              "att": -1.1437530588072562,
              "se": 0.3095064263421545,
              "event_time": -10,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 5,
              "att": -0.21509531246375213,
              "se": 0.6099805129171871,
              "event_time": -9,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 6,
              "att": -0.4391459747237221,
              "se": 0.356621686250001,
              "event_time": -8,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 7,
              "att": -0.0031759836063848038,
              "se": 0.2265165901784232,
              "event_time": -7,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 8,
              "att": 0.3670940751535587,
              "se": 0.19303803395542862,
              "event_time": -6,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 9,
              "att": 0.3992758534274429,
              "se": 0.2775954583304135,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 10,
              "att": -0.10480827575050979,
              "se": 0.3112016897564826,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 11,
              "att": -0.5903120102453845,
              "se": 0.7221807722648951,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 12,
              "att": 0.3441750259886788,
              "se": 0.2857515300300785,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 13,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 14,
              "year": 14,
              "att": 0.14124976855424778,
              "se": 0.49248231041475626,
              "event_time": 0,
              "mass": 1274.0
            },
            {
              "group": 14,
              "year": 15,
              "att": 0.2405424697660259,
              "se": 0.2614376433637334,
              "event_time": 1,
              "mass": 1205.0
            },
            {
              "group": 14,
              "year": 16,
              "att": -0.3344259666558752,
              "se": 0.8345372022105387,
              "event_time": 2,
              "mass": 1186.0
            },
            {
              "group": 14,
              "year": 17,
              "att": 0.4778443056345777,
              "se": 0.15578210533441172,
              "event_time": 3,
              "mass": 1208.0
            },
            {
              "group": 14,
              "year": 18,
              "att": 0.2727295181833465,
              "se": 0.15287384079222288,
              "event_time": 4,
              "mass": 1185.0
            },
            {
              "group": 14,
              "year": 19,
              "att": -0.38554403754857514,
              "se": 0.20371515116647287,
              "event_time": 5,
              "mass": 1252.0
            },
            {
              "group": 14,
              "year": 20,
              "att": 0.5408433954181485,
              "se": 0.3278862469086611,
              "event_time": 6,
              "mass": 1282.0
            },
            {
              "group": 14,
              "year": 21,
              "att": 0.5489780002466403,
              "se": 0.6806361893934125,
              "event_time": 7,
              "mass": 1358.0
            },
            {
              "group": 15,
              "year": 1,
              "att": 0.7616692728129941,
              "se": 0.21645690232777517,
              "event_time": -14,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 2,
              "att": 0.3748317883750904,
              "se": 0.22214954361656886,
              "event_time": -13,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 3,
              "att": 0.20296388962741643,
              "se": 0.200752702665424,
              "event_time": -12,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 4,
              "att": 0.26550091791271074,
              "se": 0.32179927441402023,
              "event_time": -11,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 5,
              "att": 0.1863084760426243,
              "se": 0.37910674230840613,
              "event_time": -10,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 6,
              "att": 0.9537471306597607,
              "se": 0.2653006934591489,
              "event_time": -9,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 7,
              "att": 0.7196834692016463,
              "se": 0.34517786073927925,
              "event_time": -8,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 8,
              "att": 0.9441822109772232,
              "se": 0.5200581766445418,
              "event_time": -7,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 9,
              "att": 0.4996232580012656,
              "se": 0.4643284424657788,
              "event_time": -6,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 10,
              "att": -0.21763734342449478,
              "se": 0.6978955784110077,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 11,
              "att": 0.2793730050476082,
              "se": 0.4792761049874768,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 12,
              "att": 0.3932189504896155,
              "se": 0.5599460088752338,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 13,
              "att": 0.2619820417104442,
              "se": 0.5138840466710127,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 14,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 15,
              "year": 15,
              "att": 0.3365720596966067,
              "se": 0.30922111967154303,
              "event_time": 0,
              "mass": 2314.0
            },
            {
              "group": 15,
              "year": 16,
              "att": -0.4538899215022382,
              "se": 0.5644371497428113,
              "event_time": 1,
              "mass": 2227.0
            },
            {
              "group": 15,
              "year": 17,
              "att": -0.0395410673441962,
              "se": 0.34549413162957654,
              "event_time": 2,
              "mass": 2244.0
            },
            {
              "group": 15,
              "year": 18,
              "att": -0.02742686946667595,
              "se": 0.40434650565665187,
              "event_time": 3,
              "mass": 2302.0
            },
            {
              "group": 15,
              "year": 19,
              "att": -0.396589383238444,
              "se": 0.5294805362326245,
              "event_time": 4,
              "mass": 2481.0
            },
            {
              "group": 15,
              "year": 20,
              "att": 0.44886052818103883,
              "se": 0.28971638107736875,
              "event_time": 5,
              "mass": 2739.0
            },
            {
              "group": 15,
              "year": 21,
              "att": 0.3426413039232245,
              "se": 0.15540305510363991,
              "event_time": 6,
              "mass": 3095.0
            },
            {
              "group": 16,
              "year": 1,
              "att": -0.19026311722696498,
              "se": 0.1585786391133652,
              "event_time": -15,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 2,
              "att": -0.3989180081694728,
              "se": 0.15436041983840876,
              "event_time": -14,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 3,
              "att": -0.2430196679599056,
              "se": 0.1285248990926257,
              "event_time": -13,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 4,
              "att": -0.6446694465487735,
              "se": 0.13668882371168647,
              "event_time": -12,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 5,
              "att": 0.22576238110095978,
              "se": 0.12803749657257946,
              "event_time": -11,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 6,
              "att": 0.2560905604521426,
              "se": 0.14949907016915517,
              "event_time": -10,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 7,
              "att": 0.253748465576721,
              "se": 0.16648072591627178,
              "event_time": -9,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 8,
              "att": 0.06666161105443986,
              "se": 0.16885690706168646,
              "event_time": -8,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 9,
              "att": -0.8872806585221784,
              "se": 0.1398531968206232,
              "event_time": -7,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 10,
              "att": -0.8871857883414922,
              "se": 0.14858900189742874,
              "event_time": -6,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 11,
              "att": -0.5163814639758424,
              "se": 0.11897562415427973,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 12,
              "att": -0.15870074011478688,
              "se": 0.1614703333075185,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 13,
              "att": -0.3324989856980602,
              "se": 0.16273360878807985,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 14,
              "att": -0.1215844698152284,
              "se": 0.14082728049534118,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 15,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 16,
              "year": 16,
              "att": -0.28374887695732076,
              "se": 0.12563182183980934,
              "event_time": 0,
              "mass": 375.0
            },
            {
              "group": 16,
              "year": 17,
              "att": 0.6363794581442663,
              "se": 0.1080758064796256,
              "event_time": 1,
              "mass": 339.0
            },
            {
              "group": 16,
              "year": 18,
              "att": -0.6131237490576572,
              "se": 0.09926209061637413,
              "event_time": 2,
              "mass": 333.0
            },
            {
              "group": 16,
              "year": 19,
              "att": -0.7359859015583955,
              "se": 0.14446164603230988,
              "event_time": 3,
              "mass": 327.0
            },
            {
              "group": 16,
              "year": 20,
              "att": 0.21986563231441122,
              "se": 0.12981580470504275,
              "event_time": 4,
              "mass": 304.0
            },
            {
              "group": 16,
              "year": 21,
              "att": -0.036919071610508676,
              "se": 0.13346807986870213,
              "event_time": 5,
              "mass": 381.0
            },
            {
              "group": 19,
              "year": 1,
              "att": 0.24224603639275524,
              "se": 0.2191364087083661,
              "event_time": -18,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 2,
              "att": 0.29837458394515465,
              "se": 0.43594347738697503,
              "event_time": -17,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 3,
              "att": -0.5833296001637467,
              "se": 0.5696892922110358,
              "event_time": -16,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 4,
              "att": 0.1086551869803933,
              "se": 0.6325422059110963,
              "event_time": -15,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 5,
              "att": 0.23523738456116566,
              "se": 0.35348821718313883,
              "event_time": -14,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 6,
              "att": -0.4290153087870846,
              "se": 0.21250188619639374,
              "event_time": -13,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 7,
              "att": 0.03400913587922821,
              "se": 0.6362782932508746,
              "event_time": -12,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 8,
              "att": -0.5406230356393459,
              "se": 0.6888891120215829,
              "event_time": -11,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 9,
              "att": -0.568297882731559,
              "se": 0.3732898921607644,
              "event_time": -10,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 10,
              "att": -0.8069283453913467,
              "se": 0.4696386892338008,
              "event_time": -9,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 11,
              "att": -0.7342431710151145,
              "se": 0.3608402154663379,
              "event_time": -8,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 12,
              "att": -0.3088706801355753,
              "se": 0.46485145658775096,
              "event_time": -7,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 13,
              "att": 0.11719429884625876,
              "se": 0.3082544227955955,
              "event_time": -6,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 14,
              "att": -0.44787765718625183,
              "se": 0.4911490876902439,
              "event_time": -5,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 15,
              "att": -0.4213925174782027,
              "se": 0.7009173037890646,
              "event_time": -4,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 16,
              "att": -0.4515536554167195,
              "se": 0.26110228522795664,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 17,
              "att": 0.1714946988140162,
              "se": 0.39989172551559016,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 18,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 19,
              "year": 19,
              "att": 0.19790162972034722,
              "se": 0.4565258048833719,
              "event_time": 0,
              "mass": 1131.0
            },
            {
              "group": 19,
              "year": 20,
              "att": -0.16193400090805243,
              "se": 0.4053391482760344,
              "event_time": 1,
              "mass": 1194.0
            },
            {
              "group": 19,
              "year": 21,
              "att": 0.6908271312139274,
              "se": 0.4856638489040346,
              "event_time": 2,
              "mass": 1272.0
            }
          ],
          "treated_cell_att": -0.21122295062144952,
          "treated_cell_se": 0.10945573646945786,
          "checks": {
            "input_rows": 2095,
            "retained_rows": 2095,
            "all_observed_post_cells_estimated": true,
            "dynamic_cluster_se_error": 0.0
          },
          "target": "Equal average of nonnegative native CS-DID event-time effects",
          "donor_rule": "notyettreated",
          "inference": "Configured-cluster analytical influence-function intervals; observed-cell ratio includes estimated weight-share uncertainty",
          "warnings": [
            "Be aware that there are some small groups in your dataset.\n  Check groups: 6,9,10,11,12,13,14,15,16,19.",
            "Not returning pre-test Wald statistic due to singular covariance matrix",
            "Time-varying weights detected. For balanced panel data, the default behavior uses the weight from the earlier of the two time periods in each 2x2 comparison (the base period for post-treatment cells). Use the 'fix_weights' argument to control this behavior."
          ],
          "seconds": 0.5046798749826849,
          "status": "estimated"
        },
        {
          "method": "SDID",
          "class": "SyntheticDID",
          "parameters": {},
          "partial_pooling": {
            "parameter": null,
            "value": null,
            "status": "not_applicable",
            "fit_scope": "Separate adoption-cohort fits",
            "within_cohort_target": "Mean treated outcome history",
            "cross_cohort_partial_pooling": false,
            "shared_structure": null,
            "note": "Regularization penalties are not partial-pooling parameters."
          },
          "estimate": -0.05125647322610404,
          "event_study": [
            {
              "event_time": -18,
              "estimate": 0.27943445048135335,
              "raw_gap": 0.415283001133257,
              "n": 3,
              "n_cells": 3,
              "weight_sum": 1214.0,
              "relative_to_minus_one": 0.08749953202642402
            },
            {
              "event_time": -17,
              "estimate": 0.24643189379237618,
              "raw_gap": 0.3822804444442799,
              "n": 3,
              "n_cells": 3,
              "weight_sum": 1167.0,
              "relative_to_minus_one": 0.05449697533744685
            },
            {
              "event_time": -16,
              "estimate": -0.5043527414683558,
              "raw_gap": -0.36850419081645225,
              "n": 3,
              "n_cells": 3,
              "weight_sum": 1254.0,
              "relative_to_minus_one": -0.6962876599232852
            },
            {
              "event_time": -15,
              "estimate": 0.08544068515438437,
              "raw_gap": 0.19651490983228792,
              "n": 4,
              "n_cells": 4,
              "weight_sum": 1551.0,
              "relative_to_minus_one": -0.10649423330054496
            },
            {
              "event_time": -14,
              "estimate": 0.3750875415878062,
              "raw_gap": 0.3229903066562514,
              "n": 6,
              "n_cells": 6,
              "weight_sum": 3989.0,
              "relative_to_minus_one": 0.1831526231328769
            },
            {
              "event_time": -13,
              "estimate": 0.014426012417207697,
              "raw_gap": -0.04053082573580244,
              "n": 8,
              "n_cells": 8,
              "weight_sum": 5752.0,
              "relative_to_minus_one": -0.17750890603772163
            },
            {
              "event_time": -12,
              "estimate": -0.036225268364581245,
              "raw_gap": -0.0815834395230902,
              "n": 10,
              "n_cells": 10,
              "weight_sum": 7400.0,
              "relative_to_minus_one": -0.22816018681951056
            },
            {
              "event_time": -11,
              "estimate": -0.15349421895945783,
              "raw_gap": -0.18589191025542964,
              "n": 11,
              "n_cells": 11,
              "weight_sum": 8208.0,
              "relative_to_minus_one": -0.3454291374143872
            },
            {
              "event_time": -10,
              "estimate": -0.06956874200188498,
              "raw_gap": -0.11801388528823442,
              "n": 12,
              "n_cells": 12,
              "weight_sum": 9342.0,
              "relative_to_minus_one": -0.2615036604568143
            },
            {
              "event_time": -9,
              "estimate": 0.1674622701681129,
              "raw_gap": 0.11880364862122826,
              "n": 14,
              "n_cells": 14,
              "weight_sum": 10500.0,
              "relative_to_minus_one": -0.024472648286816417
            },
            {
              "event_time": -8,
              "estimate": 0.04252832351765243,
              "raw_gap": 0.016987516203446032,
              "n": 17,
              "n_cells": 17,
              "weight_sum": 12079.0,
              "relative_to_minus_one": -0.1494065949372769
            },
            {
              "event_time": -7,
              "estimate": 0.1575496312245593,
              "raw_gap": 0.1167408751164957,
              "n": 37,
              "n_cells": 37,
              "weight_sum": 26444.0,
              "relative_to_minus_one": -0.034385287230370015
            },
            {
              "event_time": -6,
              "estimate": 0.09129446470458863,
              "raw_gap": 0.04719489145584865,
              "n": 47,
              "n_cells": 47,
              "weight_sum": 35004.0,
              "relative_to_minus_one": -0.1006404537503407
            },
            {
              "event_time": -5,
              "estimate": 0.09286150428234828,
              "raw_gap": 0.048866804068195,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 36664.0,
              "relative_to_minus_one": -0.09907341417258105
            },
            {
              "event_time": -4,
              "estimate": 0.1480574333818523,
              "raw_gap": 0.10371054401775681,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 37296.0,
              "relative_to_minus_one": -0.04387748507307704
            },
            {
              "event_time": -3,
              "estimate": 0.18889178573495774,
              "raw_gap": 0.14532490696430014,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 35812.0,
              "relative_to_minus_one": -0.0030431327199715863
            },
            {
              "event_time": -2,
              "estimate": 0.17992746580485752,
              "raw_gap": 0.13567461567228867,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 36706.0,
              "relative_to_minus_one": -0.012007452650071804
            },
            {
              "event_time": -1,
              "estimate": 0.19193491845492933,
              "raw_gap": 0.14734409446685726,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 35932.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.11328865323782922,
              "raw_gap": 0.06965658205170785,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 34794.0,
              "relative_to_minus_one": -0.07864626521710011
            },
            {
              "event_time": 1,
              "estimate": 0.13570788604167866,
              "raw_gap": 0.09256242748285701,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 34265.0,
              "relative_to_minus_one": -0.056227032413250666
            },
            {
              "event_time": 2,
              "estimate": -0.01780448639676484,
              "raw_gap": -0.060437551805653,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 34321.0,
              "relative_to_minus_one": -0.20973940485169418
            },
            {
              "event_time": 3,
              "estimate": -0.05838152711489803,
              "raw_gap": -0.10764249086236286,
              "n": 45,
              "n_cells": 45,
              "weight_sum": 33246.0,
              "relative_to_minus_one": -0.25031644556982735
            },
            {
              "event_time": 4,
              "estimate": -0.06364071969870742,
              "raw_gap": -0.11343557212225558,
              "n": 45,
              "n_cells": 45,
              "weight_sum": 32834.0,
              "relative_to_minus_one": -0.25557563815363676
            },
            {
              "event_time": 5,
              "estimate": 0.015299899316349251,
              "raw_gap": -0.03526950275132181,
              "n": 45,
              "n_cells": 45,
              "weight_sum": 33623.0,
              "relative_to_minus_one": -0.17663501913858007
            },
            {
              "event_time": 6,
              "estimate": 0.06019288989442048,
              "raw_gap": 0.006937776467928966,
              "n": 44,
              "n_cells": 44,
              "weight_sum": 33895.0,
              "relative_to_minus_one": -0.13174202856050884
            },
            {
              "event_time": 7,
              "estimate": -0.12914343821590002,
              "raw_gap": -0.17293113845901395,
              "n": 42,
              "n_cells": 42,
              "weight_sum": 30528.0,
              "relative_to_minus_one": -0.32107835667082935
            },
            {
              "event_time": 8,
              "estimate": -0.20218893179551856,
              "raw_gap": -0.24467733724581028,
              "n": 40,
              "n_cells": 40,
              "weight_sum": 29783.0,
              "relative_to_minus_one": -0.3941238502504479
            },
            {
              "event_time": 9,
              "estimate": -0.18867620045594996,
              "raw_gap": -0.23400912770207594,
              "n": 38,
              "n_cells": 38,
              "weight_sum": 28731.0,
              "relative_to_minus_one": -0.3806111189108793
            },
            {
              "event_time": 10,
              "estimate": 0.07489635073089536,
              "raw_gap": 0.026809527290471404,
              "n": 37,
              "n_cells": 37,
              "weight_sum": 28159.0,
              "relative_to_minus_one": -0.11703856772403397
            },
            {
              "event_time": 11,
              "estimate": -0.2996264879334939,
              "raw_gap": -0.34322545233997354,
              "n": 36,
              "n_cells": 36,
              "weight_sum": 27366.0,
              "relative_to_minus_one": -0.4915614063884232
            },
            {
              "event_time": 12,
              "estimate": -0.1750913997031414,
              "raw_gap": -0.2174737456674862,
              "n": 34,
              "n_cells": 34,
              "weight_sum": 28256.0,
              "relative_to_minus_one": -0.36702631815807074
            },
            {
              "event_time": 13,
              "estimate": -0.01777352588609381,
              "raw_gap": -0.07158972544210514,
              "n": 31,
              "n_cells": 31,
              "weight_sum": 29177.0,
              "relative_to_minus_one": -0.20970844434102315
            },
            {
              "event_time": 14,
              "estimate": -0.1843001545084295,
              "raw_gap": -0.2363961451427752,
              "n": 11,
              "n_cells": 11,
              "weight_sum": 12694.0,
              "relative_to_minus_one": -0.3762350729633588
            },
            {
              "event_time": 15,
              "estimate": -0.477648046002348,
              "raw_gap": -0.46841154095132254,
              "n": 1,
              "n_cells": 1,
              "weight_sum": 879.0,
              "relative_to_minus_one": -0.6695829644572773
            }
          ],
          "package_event_study": {
            "event_time": [
              -18.0,
              -17.0,
              -16.0,
              -15.0,
              -14.0,
              -13.0,
              -12.0,
              -11.0,
              -10.0,
              -9.0,
              -8.0,
              -7.0,
              -6.0,
              -5.0,
              -4.0,
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0,
              3.0,
              4.0,
              5.0,
              6.0,
              7.0,
              8.0,
              9.0,
              10.0,
              11.0,
              12.0,
              13.0,
              14.0,
              15.0
            ],
            "estimate": [
              0.38939204747851974,
              0.12644204106155263,
              -0.3057646733874269,
              0.31710318363574164,
              0.11869557807584534,
              -0.07922569730768458,
              0.016309290614874426,
              -0.13127622595677882,
              -0.13686820080038156,
              0.11620050376466969,
              -0.05392886366442952,
              0.09230503252728743,
              -0.016160605366635234,
              -0.020308773862677747,
              0.0012012418386357544,
              0.005735360147358037,
              0.002595929004136096,
              -0.03962748635040784,
              -0.11833955125219452,
              -0.057088542560827814,
              -0.18310734375002266,
              -0.2667632160518653,
              -0.25394824864963156,
              -0.07553263718510345,
              -0.06485735260852947,
              -0.33083439086150473,
              -0.41720717670633967,
              -0.32383410887639813,
              -0.14191635930313218,
              -0.4893112525924069,
              -0.2141334167646779,
              -0.023168645097737257,
              -0.14361570608136656,
              -0.46841154095132254
            ],
            "n": [
              3.0,
              3.0,
              3.0,
              4.0,
              6.0,
              8.0,
              10.0,
              11.0,
              12.0,
              14.0,
              17.0,
              37.0,
              47.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              45.0,
              45.0,
              45.0,
              44.0,
              42.0,
              40.0,
              38.0,
              37.0,
              36.0,
              34.0,
              31.0,
              11.0,
              1.0
            ]
          },
          "sdid_pre_gap_correction": [
            {
              "cohort": 5,
              "pre_gap": 0.009236505051025492
            },
            {
              "cohort": 6,
              "pre_gap": -0.056703589827445076
            },
            {
              "cohort": 7,
              "pre_gap": -0.054945268242661965
            },
            {
              "cohort": 8,
              "pre_gap": 0.13654940472583676
            },
            {
              "cohort": 9,
              "pre_gap": -0.05943742124272238
            },
            {
              "cohort": 10,
              "pre_gap": -0.15275277755472277
            },
            {
              "cohort": 11,
              "pre_gap": 0.03494934199267373
            },
            {
              "cohort": 12,
              "pre_gap": 0.020391672399726817
            },
            {
              "cohort": 13,
              "pre_gap": -0.05822124939718677
            },
            {
              "cohort": 14,
              "pre_gap": -0.14529905666980789
            },
            {
              "cohort": 15,
              "pre_gap": 0.019760999033552967
            },
            {
              "cohort": 18,
              "pre_gap": 0.13584855065190365
            }
          ],
          "diagnostics": {
            "converged": true,
            "pre_rmse": 0.24919213617104477,
            "zeta_omega": [
              1.8501561291748039,
              3.4264968618105778,
              4.019948530553212,
              2.451851499737681,
              2.183725167109185,
              1.7946845793892356,
              1.812834775883982,
              2.1048859668786415,
              2.063864236322619,
              2.013526269974557,
              1.6278113369101541,
              1.883690270036902
            ],
            "zeta_lambda": [
              9.250780645874019e-07,
              9.791010665173604e-07,
              9.827226927954078e-07,
              9.811332889026386e-07,
              9.866092181665514e-07,
              9.85462176152212e-07,
              1.019431910221748e-06,
              1.0219048173017941e-06,
              1.0319321181613094e-06,
              1.040939026364364e-06,
              1.0400788287326488e-06,
              1.0875490844756843e-06
            ],
            "n_observed": 2095,
            "n_missing": 5,
            "n_treated_observed": 593,
            "n_untreated_observed": 1502,
            "missing_method": "available-case normalized weights",
            "missing_diagnostics": [
              {
                "cohort": 5,
                "unit_iterations": 19,
                "time_iterations": 25,
                "unit_objective": 0.09796689719262638,
                "time_objective": 0.39205404215769174,
                "unit_projected_gradient": 7.734307187756695e-09,
                "time_projected_gradient": 5.519665335906865e-09
              },
              {
                "cohort": 6,
                "unit_iterations": 11,
                "time_iterations": 28,
                "unit_objective": 0.26466917023742104,
                "time_objective": 0.2649568077237206,
                "unit_projected_gradient": 8.664240755407171e-09,
                "time_projected_gradient": 6.908253746829018e-09
              },
              {
                "cohort": 7,
                "unit_iterations": 12,
                "time_iterations": 28,
                "unit_objective": 0.3272533415501068,
                "time_objective": 0.23538675479976248,
                "unit_projected_gradient": 1.1280906833666116e-09,
                "time_projected_gradient": 5.536611016876414e-09
              },
              {
                "cohort": 8,
                "unit_iterations": 13,
                "time_iterations": 33,
                "unit_objective": 0.15267514327737355,
                "time_objective": 0.26756675860956086,
                "unit_projected_gradient": 3.6488419577485054e-09,
                "time_projected_gradient": 8.095618786452263e-09
              },
              {
                "cohort": 9,
                "unit_iterations": 15,
                "time_iterations": 23,
                "unit_objective": 0.2755145274703369,
                "time_objective": 0.29026896590473766,
                "unit_projected_gradient": 2.537391080234541e-09,
                "time_projected_gradient": 9.353824111102416e-09
              },
              {
                "cohort": 10,
                "unit_iterations": 15,
                "time_iterations": 53,
                "unit_objective": 0.17873155455306186,
                "time_objective": 0.2612191935430378,
                "unit_projected_gradient": 1.5431247807340398e-09,
                "time_projected_gradient": 7.524834255701052e-09
              },
              {
                "cohort": 11,
                "unit_iterations": 14,
                "time_iterations": 54,
                "unit_objective": 0.14180410864563256,
                "time_objective": 0.24480952236173134,
                "unit_projected_gradient": 3.2565993686450856e-09,
                "time_projected_gradient": 8.742803432604251e-09
              },
              {
                "cohort": 12,
                "unit_iterations": 13,
                "time_iterations": 54,
                "unit_objective": 0.14898785233120024,
                "time_objective": 0.2612580887878812,
                "unit_projected_gradient": 4.031667125148353e-09,
                "time_projected_gradient": 7.762261999832987e-09
              },
              {
                "cohort": 13,
                "unit_iterations": 15,
                "time_iterations": 63,
                "unit_objective": 0.18530995576871623,
                "time_objective": 0.30636166465319004,
                "unit_projected_gradient": 6.165366217558699e-09,
                "time_projected_gradient": 7.1188725886406345e-09
              },
              {
                "cohort": 14,
                "unit_iterations": 13,
                "time_iterations": 48,
                "unit_objective": 0.15645654469970321,
                "time_objective": 0.28018615635183075,
                "unit_projected_gradient": 3.6961093942411427e-09,
                "time_projected_gradient": 7.1366083181922946e-09
              },
              {
                "cohort": 15,
                "unit_iterations": 17,
                "time_iterations": 34,
                "unit_objective": 0.13848865363929933,
                "time_objective": 0.2509525199843162,
                "unit_projected_gradient": 2.468364715749183e-09,
                "time_projected_gradient": 3.744492743651406e-09
              },
              {
                "cohort": 18,
                "unit_iterations": 14,
                "time_iterations": 40,
                "unit_objective": 0.1923010190577699,
                "time_objective": 0.3497080948643285,
                "unit_projected_gradient": 5.370517898450888e-09,
                "time_projected_gradient": 7.753721442682604e-09
              }
            ]
          },
          "checks": {
            "scalar_vs_treated_cell_average": 6.938893903907228e-18,
            "native_scalar_vs_unweighted_matrix_average": 7.494005416219807e-16
          },
          "native_matrix_att": -0.16908049561121288,
          "matrix_preparation": {
            "source_rows": 2095,
            "matrix_shape": [
              100,
              21
            ],
            "observed_cells": 2095,
            "missing_cells": 5,
            "repeated_cells": 0,
            "minimum_cell_count": 1,
            "maximum_cell_count": 1,
            "observation_mass": 1165056.0,
            "treated_observation_mass": 452551.0,
            "within_cell_aggregation": "Observation-weighted outcome mean",
            "fitting_weights": "Standard crabbymetrics objective on cell means; no cell-count precision weighting",
            "reporting_weights": "Sum of original observation weights per treated unit-period"
          },
          "seconds": 0.003604709170758724,
          "crabbymetrics": "0.9.1",
          "crabbymetrics_build": {
            "source_commit": "cb3fcc0e8664cdbb6848d3998ddc4365d65740dc",
            "extension_sha256": "3e1dd2e2bd6d38612b9200b15094fc37138cd002749f8b31148d6265fc533cbd"
          },
          "normalization": "Original source outcome / source SD; no mean subtraction",
          "target": "All observed treated observations, using configured observation weights; cell mass equals sum of row weights",
          "status": "estimated"
        },
        {
          "method": "Matrix completion",
          "class": "MatrixCompletion",
          "parameters": {
            "lambda_fraction": 0.25,
            "max_iterations": 1000,
            "tolerance": 1e-12
          },
          "partial_pooling": {
            "parameter": null,
            "value": null,
            "status": "not_applicable",
            "fit_scope": "Joint untreated-cell fit",
            "within_cohort_target": null,
            "cross_cohort_partial_pooling": false,
            "shared_structure": "Low-rank matrix and unit/time effects",
            "note": "Regularization penalties are not partial-pooling parameters."
          },
          "estimate": -0.2273089794223642,
          "event_study": [
            {
              "event_time": -18,
              "estimate": 0.15951582954486423,
              "raw_gap": 0.15951582954486423,
              "n": 3,
              "n_cells": 3,
              "weight_sum": 1214.0,
              "relative_to_minus_one": 0.16077618833941157
            },
            {
              "event_time": -17,
              "estimate": 0.20990296738972652,
              "raw_gap": 0.20990296738972652,
              "n": 3,
              "n_cells": 3,
              "weight_sum": 1167.0,
              "relative_to_minus_one": 0.21116332618427386
            },
            {
              "event_time": -16,
              "estimate": -0.2515939143897691,
              "raw_gap": -0.2515939143897691,
              "n": 3,
              "n_cells": 3,
              "weight_sum": 1254.0,
              "relative_to_minus_one": -0.25033355559522175
            },
            {
              "event_time": -15,
              "estimate": 0.06296352651698739,
              "raw_gap": 0.06296352651698739,
              "n": 4,
              "n_cells": 4,
              "weight_sum": 1551.0,
              "relative_to_minus_one": 0.06422388531153471
            },
            {
              "event_time": -14,
              "estimate": 0.16361586992646282,
              "raw_gap": 0.16361586992646282,
              "n": 6,
              "n_cells": 6,
              "weight_sum": 3989.0,
              "relative_to_minus_one": 0.16487622872101015
            },
            {
              "event_time": -13,
              "estimate": -0.0003023434073477596,
              "raw_gap": -0.0003023434073477596,
              "n": 8,
              "n_cells": 8,
              "weight_sum": 5752.0,
              "relative_to_minus_one": 0.0009580153871995615
            },
            {
              "event_time": -12,
              "estimate": -0.018139299068034187,
              "raw_gap": -0.018139299068034187,
              "n": 10,
              "n_cells": 10,
              "weight_sum": 7400.0,
              "relative_to_minus_one": -0.016878940273486867
            },
            {
              "event_time": -11,
              "estimate": -0.10373297850800622,
              "raw_gap": -0.10373297850800622,
              "n": 11,
              "n_cells": 11,
              "weight_sum": 8208.0,
              "relative_to_minus_one": -0.1024726197134589
            },
            {
              "event_time": -10,
              "estimate": -0.05718601475451686,
              "raw_gap": -0.05718601475451686,
              "n": 12,
              "n_cells": 12,
              "weight_sum": 9342.0,
              "relative_to_minus_one": -0.05592565595996954
            },
            {
              "event_time": -9,
              "estimate": 0.07315775382117698,
              "raw_gap": 0.07315775382117698,
              "n": 14,
              "n_cells": 14,
              "weight_sum": 10500.0,
              "relative_to_minus_one": 0.0744181126157243
            },
            {
              "event_time": -8,
              "estimate": 0.011471981688566533,
              "raw_gap": 0.011471981688566533,
              "n": 17,
              "n_cells": 17,
              "weight_sum": 12079.0,
              "relative_to_minus_one": 0.012732340483113854
            },
            {
              "event_time": -7,
              "estimate": 0.027053837294835778,
              "raw_gap": 0.027053837294835778,
              "n": 37,
              "n_cells": 37,
              "weight_sum": 26444.0,
              "relative_to_minus_one": 0.028314196089383098
            },
            {
              "event_time": -6,
              "estimate": -0.028610713827162376,
              "raw_gap": -0.028610713827162376,
              "n": 47,
              "n_cells": 47,
              "weight_sum": 35004.0,
              "relative_to_minus_one": -0.027350355032615056
            },
            {
              "event_time": -5,
              "estimate": -0.01194403925465859,
              "raw_gap": -0.01194403925465859,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 36664.0,
              "relative_to_minus_one": -0.010683680460111268
            },
            {
              "event_time": -4,
              "estimate": -0.03557929035702064,
              "raw_gap": -0.03557929035702064,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 37296.0,
              "relative_to_minus_one": -0.03431893156247332
            },
            {
              "event_time": -3,
              "estimate": 0.02452028394462461,
              "raw_gap": 0.02452028394462461,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 35812.0,
              "relative_to_minus_one": 0.02578064273917193
            },
            {
              "event_time": -2,
              "estimate": 0.024960251791716792,
              "raw_gap": 0.024960251791716792,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 36706.0,
              "relative_to_minus_one": 0.026220610586264112
            },
            {
              "event_time": -1,
              "estimate": -0.001260358794547321,
              "raw_gap": -0.001260358794547321,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 35932.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": -0.048271538293642294,
              "raw_gap": -0.048271538293642294,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 34794.0,
              "relative_to_minus_one": -0.047011179499094974
            },
            {
              "event_time": 1,
              "estimate": -0.014571842203768755,
              "raw_gap": -0.014571842203768755,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 34265.0,
              "relative_to_minus_one": -0.013311483409221433
            },
            {
              "event_time": 2,
              "estimate": -0.13652020865571607,
              "raw_gap": -0.13652020865571607,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 34321.0,
              "relative_to_minus_one": -0.13525984986116873
            },
            {
              "event_time": 3,
              "estimate": -0.16599359460535593,
              "raw_gap": -0.16599359460535593,
              "n": 45,
              "n_cells": 45,
              "weight_sum": 33246.0,
              "relative_to_minus_one": -0.1647332358108086
            },
            {
              "event_time": 4,
              "estimate": -0.2403281262216253,
              "raw_gap": -0.2403281262216253,
              "n": 45,
              "n_cells": 45,
              "weight_sum": 32834.0,
              "relative_to_minus_one": -0.23906776742707797
            },
            {
              "event_time": 5,
              "estimate": -0.1691193424774632,
              "raw_gap": -0.1691193424774632,
              "n": 45,
              "n_cells": 45,
              "weight_sum": 33623.0,
              "relative_to_minus_one": -0.16785898368291588
            },
            {
              "event_time": 6,
              "estimate": -0.09295890578331056,
              "raw_gap": -0.09295890578331056,
              "n": 44,
              "n_cells": 44,
              "weight_sum": 33895.0,
              "relative_to_minus_one": -0.09169854698876324
            },
            {
              "event_time": 7,
              "estimate": -0.23957095186693045,
              "raw_gap": -0.23957095186693045,
              "n": 42,
              "n_cells": 42,
              "weight_sum": 30528.0,
              "relative_to_minus_one": -0.23831059307238311
            },
            {
              "event_time": 8,
              "estimate": -0.335969749366276,
              "raw_gap": -0.335969749366276,
              "n": 40,
              "n_cells": 40,
              "weight_sum": 29783.0,
              "relative_to_minus_one": -0.33470939057172866
            },
            {
              "event_time": 9,
              "estimate": -0.394252217576891,
              "raw_gap": -0.394252217576891,
              "n": 38,
              "n_cells": 38,
              "weight_sum": 28731.0,
              "relative_to_minus_one": -0.39299185878234366
            },
            {
              "event_time": 10,
              "estimate": -0.15827490086799711,
              "raw_gap": -0.15827490086799711,
              "n": 37,
              "n_cells": 37,
              "weight_sum": 28159.0,
              "relative_to_minus_one": -0.15701454207344978
            },
            {
              "event_time": 11,
              "estimate": -0.5125379005770938,
              "raw_gap": -0.5125379005770938,
              "n": 36,
              "n_cells": 36,
              "weight_sum": 27366.0,
              "relative_to_minus_one": -0.5112775417825465
            },
            {
              "event_time": 12,
              "estimate": -0.3866200063077884,
              "raw_gap": -0.3866200063077884,
              "n": 34,
              "n_cells": 34,
              "weight_sum": 28256.0,
              "relative_to_minus_one": -0.3853596475132411
            },
            {
              "event_time": 13,
              "estimate": -0.2596663420774869,
              "raw_gap": -0.2596663420774869,
              "n": 31,
              "n_cells": 31,
              "weight_sum": 29177.0,
              "relative_to_minus_one": -0.25840598328293957
            },
            {
              "event_time": 14,
              "estimate": -0.610967719230045,
              "raw_gap": -0.610967719230045,
              "n": 11,
              "n_cells": 11,
              "weight_sum": 12694.0,
              "relative_to_minus_one": -0.6097073604354977
            },
            {
              "event_time": 15,
              "estimate": -0.4226901543812662,
              "raw_gap": -0.4226901543812662,
              "n": 1,
              "n_cells": 1,
              "weight_sum": 879.0,
              "relative_to_minus_one": -0.4214297955867189
            }
          ],
          "package_event_study": {
            "event_time": [
              -18.0,
              -17.0,
              -16.0,
              -15.0,
              -14.0,
              -13.0,
              -12.0,
              -11.0,
              -10.0,
              -9.0,
              -8.0,
              -7.0,
              -6.0,
              -5.0,
              -4.0,
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0,
              3.0,
              4.0,
              5.0,
              6.0,
              7.0,
              8.0,
              9.0,
              10.0,
              11.0,
              12.0,
              13.0,
              14.0,
              15.0
            ],
            "estimate": [
              0.17353304160092028,
              0.14143544755847337,
              -0.14392804139655327,
              0.09814620034375787,
              0.08774475562193344,
              -0.023283690208827368,
              0.00979802799675209,
              -0.09767126011352788,
              -0.07753651656002318,
              0.053409719332973005,
              -0.04345825230485273,
              0.03771052886909058,
              -0.008738111739366585,
              0.008144941375052173,
              -0.025558773989443635,
              0.013196391844160013,
              0.02805439477272026,
              -0.030766483471748023,
              -0.11517128415159622,
              -0.032889015024211155,
              -0.12511812326566563,
              -0.2155041105754177,
              -0.24742756378301592,
              -0.08449287141817198,
              -0.048386679172444505,
              -0.27084076540315016,
              -0.3877232136037246,
              -0.32351596111677045,
              -0.15505383116137414,
              -0.46685883065557804,
              -0.19076669996869167,
              -0.017766219258861682,
              -0.16739550695456404,
              -0.4226901543812662
            ],
            "n": [
              3.0,
              3.0,
              3.0,
              4.0,
              6.0,
              8.0,
              10.0,
              11.0,
              12.0,
              14.0,
              17.0,
              37.0,
              47.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              45.0,
              45.0,
              45.0,
              44.0,
              42.0,
              40.0,
              38.0,
              37.0,
              36.0,
              34.0,
              31.0,
              11.0,
              1.0
            ]
          },
          "sdid_pre_gap_correction": [],
          "diagnostics": {
            "converged": true,
            "iterations": 49,
            "termination_reason": "Relative objective tolerance reached",
            "objective": 0.343245119934141,
            "lambda_l": 0.0036567004197257036,
            "singular_values": [
              8.572995786772392,
              7.473615527784965,
              6.342224500758581,
              5.661222223023065,
              5.114945963234095,
              4.879742974849279,
              4.64955824260973,
              4.22052633054409,
              3.633563943779693,
              3.272708124633769,
              3.1017621694498043,
              2.2837094360789747,
              2.200714583509133,
              1.7686584220270545,
              1.5213672057071053,
              1.039546256141287,
              0.7340421422338474,
              0.26810888959131907,
              0.0,
              0.0,
              0.0
            ],
            "history_objective": [
              0.3448855091141773,
              0.34383342384042465,
              0.3435168452406646,
              0.3433794326822872,
              0.34331480153051946,
              0.34328263941937126,
              0.3432659222524624,
              0.34325692886156844,
              0.3432519551774423,
              0.34324914174344373,
              0.3432475200488977,
              0.34324657020060917,
              0.34324600608237427,
              0.3432456669148706,
              0.3432454607348384,
              0.3432453341307091,
              0.34324525566361447,
              0.34324520660674496,
              0.3432451756849639,
              0.3432451560426556,
              0.3432451434732499,
              0.3432451353734636,
              0.34324513011913765,
              0.3432451266891307,
              0.34324512443667227,
              0.3432451229491944,
              0.34324512196172763,
              0.3432451213029786,
              0.3432451208615217,
              0.3432451205644384,
              0.343245120363741,
              0.34324512022767906,
              0.34324512013513986,
              0.34324512007201735,
              0.34324512002884683,
              0.3432451199992519,
              0.3432451199789194,
              0.34324511996492457,
              0.3432451199552749,
              0.34324511994861107,
              0.34324511994400314,
              0.343245119940813,
              0.34324511993860196,
              0.3432451199370677,
              0.3432451199360031,
              0.34324511993526274,
              0.34324511993474816,
              0.34324511993439033,
              0.343245119934141
            ],
            "history_rmse": [
              0.31581678093633603,
              0.315323465037568,
              0.3151505826871434,
              0.315086980516002,
              0.31505020619925056,
              0.31502544734956883,
              0.3150081258536968,
              0.3149958481222256,
              0.31498706394350023,
              0.3149807184165463,
              0.31497608691269063,
              0.31497266977873817,
              0.3149701208454924,
              0.3149681987558268,
              0.31496673395053987,
              0.31496560629671755,
              0.3149647298984964,
              0.31496404274413253,
              0.3149634996133518,
              0.3149630671895662,
              0.3149627206696413,
              0.3149624413959387,
              0.31496221519000966,
              0.3149620311706975,
              0.3149618809087558,
              0.31496175781676783,
              0.3149616567047904,
              0.3149615734535572,
              0.31496150477178686,
              0.3149614480141344,
              0.31496140104329856,
              0.31496136212455483,
              0.31496132984434105,
              0.3149613030468544,
              0.31496128078427477,
              0.3149612622773879,
              0.3149612468842125,
              0.3149612340748736,
              0.3149612234113388,
              0.31496121453102643,
              0.31496120713346965,
              0.3149612009694363,
              0.31496119583202414,
              0.31496119154935076,
              0.3149611879785431,
              0.3149611850007733,
              0.31496118251717586,
              0.31496118044545734,
              0.3149611787170949
            ],
            "n_observed": 2095,
            "n_missing": 5,
            "n_treated_observed": 593,
            "n_untreated_observed": 1502
          },
          "checks": {
            "scalar_vs_treated_cell_average": 0.0,
            "native_scalar_vs_unweighted_matrix_average": 2.498001805406602e-16
          },
          "native_matrix_att": -0.18701231183416067,
          "matrix_preparation": {
            "source_rows": 2095,
            "matrix_shape": [
              100,
              21
            ],
            "observed_cells": 2095,
            "missing_cells": 5,
            "repeated_cells": 0,
            "minimum_cell_count": 1,
            "maximum_cell_count": 1,
            "observation_mass": 1165056.0,
            "treated_observation_mass": 452551.0,
            "within_cell_aggregation": "Observation-weighted outcome mean",
            "fitting_weights": "Standard crabbymetrics objective on cell means; no cell-count precision weighting",
            "reporting_weights": "Sum of original observation weights per treated unit-period"
          },
          "seconds": 0.004934750031679869,
          "crabbymetrics": "0.9.1",
          "crabbymetrics_build": {
            "source_commit": "cb3fcc0e8664cdbb6848d3998ddc4365d65740dc",
            "extension_sha256": "3e1dd2e2bd6d38612b9200b15094fc37138cd002749f8b31148d6265fc533cbd"
          },
          "normalization": "Original source outcome / source SD; no mean subtraction",
          "target": "All observed treated observations, using configured observation weights; cell mass equals sum of row weights",
          "status": "estimated"
        },
        {
          "method": "Horizontal ridge",
          "class": "HorizontalPanelRidge",
          "parameters": {
            "penalty": 1.0
          },
          "partial_pooling": {
            "parameter": null,
            "value": null,
            "status": "not_applicable",
            "fit_scope": "Separate adoption-cohort fits",
            "within_cohort_target": "Mean treated outcome history",
            "cross_cohort_partial_pooling": false,
            "shared_structure": null,
            "note": "Regularization penalties are not partial-pooling parameters."
          },
          "estimate": -0.5122122046192551,
          "event_study": [
            {
              "event_time": -18,
              "estimate": 0.04313837972845156,
              "raw_gap": 0.04313837972845156,
              "n": 3,
              "n_cells": 3,
              "weight_sum": 1214.0,
              "relative_to_minus_one": -0.15449969543056016
            },
            {
              "event_time": -17,
              "estimate": 0.27863724320980376,
              "raw_gap": 0.27863724320980376,
              "n": 3,
              "n_cells": 3,
              "weight_sum": 1167.0,
              "relative_to_minus_one": 0.08099916805079205
            },
            {
              "event_time": -16,
              "estimate": -0.09037873430305701,
              "raw_gap": -0.09037873430305701,
              "n": 3,
              "n_cells": 3,
              "weight_sum": 1254.0,
              "relative_to_minus_one": -0.28801680946206876
            },
            {
              "event_time": -15,
              "estimate": -0.11242131528658665,
              "raw_gap": -0.11242131528658665,
              "n": 4,
              "n_cells": 4,
              "weight_sum": 1551.0,
              "relative_to_minus_one": -0.3100593904455984
            },
            {
              "event_time": -14,
              "estimate": 0.20220183476948034,
              "raw_gap": 0.20220183476948034,
              "n": 6,
              "n_cells": 6,
              "weight_sum": 3989.0,
              "relative_to_minus_one": 0.004563759610468621
            },
            {
              "event_time": -13,
              "estimate": 0.04170742647507678,
              "raw_gap": 0.04170742647507678,
              "n": 8,
              "n_cells": 8,
              "weight_sum": 5752.0,
              "relative_to_minus_one": -0.15593064868393494
            },
            {
              "event_time": -12,
              "estimate": -0.027155740404721716,
              "raw_gap": -0.027155740404721716,
              "n": 10,
              "n_cells": 10,
              "weight_sum": 7400.0,
              "relative_to_minus_one": -0.22479381556373343
            },
            {
              "event_time": -11,
              "estimate": -0.050208179248805794,
              "raw_gap": -0.050208179248805794,
              "n": 11,
              "n_cells": 11,
              "weight_sum": 8208.0,
              "relative_to_minus_one": -0.24784625440781752
            },
            {
              "event_time": -10,
              "estimate": -0.027132038366424315,
              "raw_gap": -0.027132038366424315,
              "n": 12,
              "n_cells": 12,
              "weight_sum": 9342.0,
              "relative_to_minus_one": -0.22477011352543602
            },
            {
              "event_time": -9,
              "estimate": -0.03497239552099161,
              "raw_gap": -0.03497239552099161,
              "n": 14,
              "n_cells": 14,
              "weight_sum": 10500.0,
              "relative_to_minus_one": -0.23261047068000332
            },
            {
              "event_time": -8,
              "estimate": 0.00352205434739595,
              "raw_gap": 0.00352205434739595,
              "n": 17,
              "n_cells": 17,
              "weight_sum": 12079.0,
              "relative_to_minus_one": -0.19411602081161577
            },
            {
              "event_time": -7,
              "estimate": 0.013927884596712565,
              "raw_gap": 0.013927884596712565,
              "n": 37,
              "n_cells": 37,
              "weight_sum": 26444.0,
              "relative_to_minus_one": -0.18371019056229915
            },
            {
              "event_time": -6,
              "estimate": 0.06844615202449299,
              "raw_gap": 0.06844615202449299,
              "n": 47,
              "n_cells": 47,
              "weight_sum": 35004.0,
              "relative_to_minus_one": -0.12919192313451872
            },
            {
              "event_time": -5,
              "estimate": 0.07800925105509468,
              "raw_gap": 0.07800925105509468,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 36664.0,
              "relative_to_minus_one": -0.11962882410391704
            },
            {
              "event_time": -4,
              "estimate": 0.09556443583064596,
              "raw_gap": 0.09556443583064596,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 37296.0,
              "relative_to_minus_one": -0.10207363932836576
            },
            {
              "event_time": -3,
              "estimate": 0.12194626381182279,
              "raw_gap": 0.12194626381182279,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 35812.0,
              "relative_to_minus_one": -0.07569181134718893
            },
            {
              "event_time": -2,
              "estimate": 0.15772578257589495,
              "raw_gap": 0.15772578257589495,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 36706.0,
              "relative_to_minus_one": -0.039912292583116765
            },
            {
              "event_time": -1,
              "estimate": 0.19763807515901172,
              "raw_gap": 0.19763807515901172,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 35932.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.101299112385999,
              "raw_gap": 0.101299112385999,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 34794.0,
              "relative_to_minus_one": -0.09633896277301272
            },
            {
              "event_time": 1,
              "estimate": 0.08315152549920021,
              "raw_gap": 0.08315152549920021,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 34265.0,
              "relative_to_minus_one": -0.1144865496598115
            },
            {
              "event_time": 2,
              "estimate": 0.019220358645207637,
              "raw_gap": 0.019220358645207637,
              "n": 48,
              "n_cells": 48,
              "weight_sum": 34321.0,
              "relative_to_minus_one": -0.1784177165138041
            },
            {
              "event_time": 3,
              "estimate": -0.12706166836047772,
              "raw_gap": -0.12706166836047772,
              "n": 45,
              "n_cells": 45,
              "weight_sum": 33246.0,
              "relative_to_minus_one": -0.32469974351948944
            },
            {
              "event_time": 4,
              "estimate": -0.37102342129824084,
              "raw_gap": -0.37102342129824084,
              "n": 45,
              "n_cells": 45,
              "weight_sum": 32834.0,
              "relative_to_minus_one": -0.5686614964572525
            },
            {
              "event_time": 5,
              "estimate": -0.45062716927755414,
              "raw_gap": -0.45062716927755414,
              "n": 45,
              "n_cells": 45,
              "weight_sum": 33623.0,
              "relative_to_minus_one": -0.6482652444365659
            },
            {
              "event_time": 6,
              "estimate": -0.46964290685952886,
              "raw_gap": -0.46964290685952886,
              "n": 44,
              "n_cells": 44,
              "weight_sum": 33895.0,
              "relative_to_minus_one": -0.6672809820185406
            },
            {
              "event_time": 7,
              "estimate": -0.6007415012762081,
              "raw_gap": -0.6007415012762081,
              "n": 42,
              "n_cells": 42,
              "weight_sum": 30528.0,
              "relative_to_minus_one": -0.7983795764352197
            },
            {
              "event_time": 8,
              "estimate": -0.737259554006532,
              "raw_gap": -0.737259554006532,
              "n": 40,
              "n_cells": 40,
              "weight_sum": 29783.0,
              "relative_to_minus_one": -0.9348976291655438
            },
            {
              "event_time": 9,
              "estimate": -0.7675220338806722,
              "raw_gap": -0.7675220338806722,
              "n": 38,
              "n_cells": 38,
              "weight_sum": 28731.0,
              "relative_to_minus_one": -0.965160109039684
            },
            {
              "event_time": 10,
              "estimate": -0.6874633867958416,
              "raw_gap": -0.6874633867958416,
              "n": 37,
              "n_cells": 37,
              "weight_sum": 28159.0,
              "relative_to_minus_one": -0.8851014619548534
            },
            {
              "event_time": 11,
              "estimate": -0.9547706705611564,
              "raw_gap": -0.9547706705611564,
              "n": 36,
              "n_cells": 36,
              "weight_sum": 27366.0,
              "relative_to_minus_one": -1.1524087457201682
            },
            {
              "event_time": 12,
              "estimate": -0.9039983177578177,
              "raw_gap": -0.9039983177578177,
              "n": 34,
              "n_cells": 34,
              "weight_sum": 28256.0,
              "relative_to_minus_one": -1.1016363929168294
            },
            {
              "event_time": 13,
              "estimate": -1.2181395753781352,
              "raw_gap": -1.2181395753781352,
              "n": 31,
              "n_cells": 31,
              "weight_sum": 29177.0,
              "relative_to_minus_one": -1.4157776505371469
            },
            {
              "event_time": 14,
              "estimate": -1.6590510646014915,
              "raw_gap": -1.6590510646014915,
              "n": 11,
              "n_cells": 11,
              "weight_sum": 12694.0,
              "relative_to_minus_one": -1.8566891397605032
            },
            {
              "event_time": 15,
              "estimate": -1.5684398672473039,
              "raw_gap": -1.5684398672473039,
              "n": 1,
              "n_cells": 1,
              "weight_sum": 879.0,
              "relative_to_minus_one": -1.7660779424063155
            }
          ],
          "package_event_study": {
            "event_time": [
              -18.0,
              -17.0,
              -16.0,
              -15.0,
              -14.0,
              -13.0,
              -12.0,
              -11.0,
              -10.0,
              -9.0,
              -8.0,
              -7.0,
              -6.0,
              -5.0,
              -4.0,
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0,
              3.0,
              4.0,
              5.0,
              6.0,
              7.0,
              8.0,
              9.0,
              10.0,
              11.0,
              12.0,
              13.0,
              14.0,
              15.0
            ],
            "estimate": [
              0.017247426073714323,
              0.022798839827076495,
              -0.027639216874031664,
              0.018990614040387488,
              0.011351448714821188,
              0.0019756125626642085,
              -0.0010101003897924343,
              -0.0013129635367791922,
              -0.010169795007529606,
              0.008693356339269773,
              -0.0032760302970210793,
              0.002573515757584973,
              -0.00048244683902038906,
              0.0003896813203688361,
              -0.0024817792912638823,
              0.0037003710688887823,
              0.003563260343317239,
              -0.001138886873272238,
              -0.11068061395099223,
              -0.07130509617522061,
              -0.12259350181484406,
              -0.318386825989002,
              -0.5420000897334808,
              -0.5181675725161091,
              -0.5482468187709082,
              -0.7534106587630802,
              -0.9310970377796478,
              -0.8467284775597801,
              -0.8722142968986506,
              -1.0923856466941517,
              -0.9375839078091963,
              -1.1894903714014649,
              -1.5507199210909979,
              -1.5684398672473039
            ],
            "n": [
              3.0,
              3.0,
              3.0,
              4.0,
              6.0,
              8.0,
              10.0,
              11.0,
              12.0,
              14.0,
              17.0,
              37.0,
              47.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              48.0,
              45.0,
              45.0,
              45.0,
              44.0,
              42.0,
              40.0,
              38.0,
              37.0,
              36.0,
              34.0,
              31.0,
              11.0,
              1.0
            ]
          },
          "sdid_pre_gap_correction": [],
          "diagnostics": {
            "pre_rmse": 0.017005229100503116,
            "penalty": 1.0,
            "n_observed": 2095,
            "n_missing": 5,
            "n_treated_observed": 593,
            "n_untreated_observed": 1502,
            "missing_method": "available donors with complete-case pre-period training"
          },
          "checks": {
            "scalar_vs_treated_cell_average": 1.1102230246251565e-16,
            "native_scalar_vs_unweighted_matrix_average": 1.1102230246251565e-16
          },
          "native_matrix_att": -0.6084597826994607,
          "matrix_preparation": {
            "source_rows": 2095,
            "matrix_shape": [
              100,
              21
            ],
            "observed_cells": 2095,
            "missing_cells": 5,
            "repeated_cells": 0,
            "minimum_cell_count": 1,
            "maximum_cell_count": 1,
            "observation_mass": 1165056.0,
            "treated_observation_mass": 452551.0,
            "within_cell_aggregation": "Observation-weighted outcome mean",
            "fitting_weights": "Standard crabbymetrics objective on cell means; no cell-count precision weighting",
            "reporting_weights": "Sum of original observation weights per treated unit-period"
          },
          "seconds": 0.010547041893005371,
          "crabbymetrics": "0.9.1",
          "crabbymetrics_build": {
            "source_commit": "cb3fcc0e8664cdbb6848d3998ddc4365d65740dc",
            "extension_sha256": "3e1dd2e2bd6d38612b9200b15094fc37138cd002749f8b31148d6265fc533cbd"
          },
          "normalization": "Original source outcome / source SD; no mean subtraction",
          "target": "All observed treated observations, using configured observation weights; cell mass equals sum of row weights",
          "status": "estimated"
        },
        {
          "method": "Multisynth (cohort-averaged)",
          "status": "unsupported",
          "reason": "multisynth-cohort: this adapter does not implement the configured observation weights."
        },
        {
          "method": "Multisynth (individual)",
          "status": "unsupported",
          "reason": "multisynth-individual: this adapter does not implement the configured observation weights."
        }
      ]
    },
    "combined_table": [
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": -0.13393435538949477,
        "SE": 0.07746547289023309,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": -0.21405708670201215,
        "SE": 0.09714907162482041,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": -0.2364917201048447,
        "SE": 0.08747063388282666,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": -0.23839113430397812,
        "SE": 0.11213712450259213,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID",
        "Estimate (SDs)": -0.245410623111762,
        "SE": 0.110069440096987,
        "Aggregation": "Equal post-event times",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (treated cells)",
        "Estimate (SDs)": -0.21122295062144952,
        "SE": 0.10945573646945786,
        "Aggregation": "Treated cells",
        "Event study": "Same CS-DID path",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": -0.05125647322610404,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": -0.2273089794223642,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Horizontal ridge",
        "Estimate (SDs)": -0.5122122046192551,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (cohort-averaged)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-cohort: this adapter does not implement the configured observation weights."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (individual)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-individual: this adapter does not implement the configured observation weights."
      }
    ],
    "adapter_sha256": {
      "validate_template.py": "9c8cc9bb42c9d4eb4f48bfa0a6ee09498fe83516d08aa9f26a49c21c4686618a",
      "mtgpax_worker.py": "7279b1b2aaa3f5909cd39ac1964d2e9c75907219011fe661a015511131affa85",
      "csdid_general.py": "07619c3b3dfee796ae9e4842afdbc6e367a74cece254ede73f7c403dfc924f6d",
      "runner.py": "2b0236c0fb0b135a333e0dd104c9e029718059743d101f9efa90edf44a1ee516",
      "matrix_inputs.py": "3f675276f9022147996dd5b62762721be2dd436d5db171491a286b05628176ae",
      "csdid_model.py": "b9fd5536d4886e99a707d2b162db5b11da3ff463930eca5b7590d27500096a3f",
      "multisynth_model.R": "3ae0740c5b75b14f563dacc9961688e8286655866a6b435045a3ef6f453c1604",
      "csdid_streaming.py": "378198e98c44bd46862601bdcb514b19d9ea4038cddc38dad7fdba9b0aa0216b",
      "multisynth_sparse.R": "f9ab3d8d7f7b52a79ccd694c7173f626276a0830f23bb79e527c88c0f0292540",
      "matrix_models.py": "2fddc228b899ed1c806fd1bd7feef84c5164b4c9d472d0218d2f1491a47a302b",
      "csdid_aggregations.py": "cbed0fb13450d9398f9a59d53dbfdf8e275a74daa01158c38c0f3396a3e8c6ee",
      "bootstrap_matrix.py": "c6a1f4bb0085e0a21f9a41677fb4def7990be5f6199077a53e951de489ab9550",
      "eligibility.py": "f0eb686ff3f13e89c8f3d85f49890601c4a7f9a611a2938753be599b8ceac9a6"
    },
    "scalar_ranges": [
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": -0.13393435538949477,
        "SE": 0.07746547289023309,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": "",
        "lower": -0.28764265986095333,
        "upper": 0.019773949081963782,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": -0.21405708670201215,
        "SE": 0.09714907162482041,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.4068219214508638,
        "upper": -0.021292251953160507,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": -0.2364917201048447,
        "SE": 0.08747063388282666,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.4100524346211586,
        "upper": -0.06293100558853079,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": -0.23839113430397812,
        "SE": 0.11213712450259213,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.460895517644178,
        "upper": -0.015886750963778257,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (equal event-time)",
        "Estimate (SDs)": -0.245410623111762,
        "SE": 0.110069440096987,
        "Aggregation": "Equal post-event times",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.46114276150034544,
        "upper": -0.029678484723178578,
        "ci_level": 0.95,
        "inference": "Configured-cluster analytical influence-function intervals; observed-cell ratio includes estimated weight-share uncertainty"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (treated cells)",
        "Estimate (SDs)": -0.21122295062144952,
        "SE": 0.10945573646945786,
        "Aggregation": "Treated cells",
        "Event study": "Same CS-DID path",
        "Status": "estimated",
        "Note": "",
        "lower": -0.42575225200289424,
        "upper": 0.003306350759995219,
        "ci_level": 0.95,
        "inference": "Configured-cluster analytical influence-function intervals; observed-cell ratio includes estimated weight-share uncertainty"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": -0.05125647322610404,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": -0.2273089794223642,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Horizontal ridge",
        "Estimate (SDs)": -0.5122122046192551,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (cohort-averaged)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-cohort: this adapter does not implement the configured observation weights.",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (individual)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-individual: this adapter does not implement the configured observation weights.",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      }
    ],
    "reporting_source": {
      "path": "templates/reporting/comparison_report.py",
      "sha256": "94e9c5116a13335ead2db81834cac48593160291aea51c30c12fe3e11e5da1ce"
    }
  },
  "finished": 1791602351.673861,
  "scalar_ranges": [
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Static TWFE",
      "Estimate (SDs)": -0.13393435538949477,
      "SE": 0.07746547289023309,
      "Aggregation": "Coefficient",
      "Event study": "No",
      "Status": "estimated",
      "Note": "",
      "lower": -0.28764265986095333,
      "upper": 0.019773949081963782,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Dynamic TWFE",
      "Estimate (SDs)": -0.21405708670201215,
      "SE": 0.09714907162482041,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.4068219214508638,
      "upper": -0.021292251953160507,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "BJS / did2s",
      "Estimate (SDs)": -0.2364917201048447,
      "SE": 0.08747063388282666,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.4100524346211586,
      "upper": -0.06293100558853079,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Sun\u2013Abraham",
      "Estimate (SDs)": -0.23839113430397812,
      "SE": 0.11213712450259213,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.460895517644178,
      "upper": -0.015886750963778257,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "CS-DID (equal event-time)",
      "Estimate (SDs)": -0.245410623111762,
      "SE": 0.110069440096987,
      "Aggregation": "Equal post-event times",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.46114276150034544,
      "upper": -0.029678484723178578,
      "ci_level": 0.95,
      "inference": "Configured-cluster analytical influence-function intervals; observed-cell ratio includes estimated weight-share uncertainty"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "CS-DID (treated cells)",
      "Estimate (SDs)": -0.21122295062144952,
      "SE": 0.10945573646945786,
      "Aggregation": "Treated cells",
      "Event study": "Same CS-DID path",
      "Status": "estimated",
      "Note": "",
      "lower": -0.42575225200289424,
      "upper": 0.003306350759995219,
      "ci_level": 0.95,
      "inference": "Configured-cluster analytical influence-function intervals; observed-cell ratio includes estimated weight-share uncertainty"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "SDID",
      "Estimate (SDs)": -0.05125647322610404,
      "SE": null,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Matrix completion",
      "Estimate (SDs)": -0.2273089794223642,
      "SE": null,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Horizontal ridge",
      "Estimate (SDs)": -0.5122122046192551,
      "SE": null,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Multisynth (cohort-averaged)",
      "Estimate (SDs)": null,
      "SE": null,
      "Aggregation": "Treated cells",
      "Event study": "No",
      "Status": "unsupported",
      "Note": "multisynth-cohort: this adapter does not implement the configured observation weights.",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Multisynth (individual)",
      "Estimate (SDs)": null,
      "SE": null,
      "Aggregation": "Treated cells",
      "Event study": "No",
      "Status": "unsupported",
      "Note": "multisynth-individual: this adapter does not implement the configured observation weights.",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    }
  ]
}
