{
  "paper": {
    "rank": 5,
    "paper_id": "aeraej-420",
    "title": "Trade and Investment under Policy Uncertainty: Theory and Firm Evidence",
    "authors": "Kyle Handley; Nuno Limao",
    "year": 2015,
    "journal": "American Economic Journal: Economic Policy",
    "doi": "10.1257/pol.20140068",
    "package_bytes": 264827,
    "source_specification": "Table 1, column 1: EU-10 accession and aggregate exports",
    "selection_stratum": "did_continuous"
  },
  "mapping": {
    "paper_id": "aeraej-420",
    "match": true,
    "outcome": "ln_total_all",
    "treatment": "eu_10_post",
    "unit": "country",
    "time": "year",
    "cluster": "country",
    "source_model_index": 2,
    "source_specification": "Table 1, column 1: EU-10 accession and aggregate exports",
    "note": "This is the paper's original binary-accession specification in Table 1, not its continuous-uncertainty headline in Table 3. The EU-Spain interaction and macro controls are retained. Source point estimates are replicated; comparison inference clusters by country rather than using the source HC1 covariance."
  },
  "status": "estimated",
  "source_fit": {
    "formula": "ln_total_all ~ eu_10_post + eu_es_post + ln_rgdp + ln_def + ln_ex +      year + country",
    "coefficients": {
      "(Intercept)": 8.4092498807545,
      "eu_10_post": 0.231879749344089,
      "eu_es_post": 1.14574386873541,
      "ln_rgdp": 1.04490288148284,
      "ln_def": 0.166571993407622,
      "ln_ex": 0.210812887458956,
      "year1982": 0.338594274389106,
      "year1983": 0.632071611741038,
      "year1984": 0.793403993157249,
      "year1985": 0.983929529980364,
      "year1986": 1.05015112458355,
      "year1987": 1.19450397038024,
      "year1988": 1.27010202940709,
      "year1989": 1.26282724552953,
      "year1990": 1.3596872611609,
      "countryAG": 2.18332938765988,
      "countryAR": -0.532782444212268,
      "countryAT": 3.92799791348099,
      "countryAU": 0.949609816002183,
      "countryBB": 2.49725565617659,
      "countryBD": -3.45119427057691,
      "countryBE": 4.80566849374872,
      "countryBF": -2.92737295500612,
      "countryBG": 1.48185737694593,
      "countryBH": 2.91792176126142,
      "countryBI": -2.99879804333747,
      "countryBJ": -2.55756342514519,
      "countryBN": -4.3865886821185,
      "countryBO": -0.203394945685372,
      "countryBS": 1.8492106157448,
      "countryBW": -0.835765315712539,
      "countryBZ": 1.66545800928192,
      "countryCA": 1.52448025775446,
      "countryCF": -1.70810992525627,
      "countryCG": -1.75949057915531,
      "countryCH": 3.46058450001369,
      "countryCI": -2.68419144951952,
      "countryCL": -3.63429389912016,
      "countryCM": -3.09162530925111,
      "countryCN": -0.274585141483054,
      "countryCO": -6.81583044618827,
      "countryCR": -2.78321863325576,
      "countryCV": 5.12720679222281,
      "countryCY": 4.25768247670667,
      "countryDE": 3.5811951121884,
      "countryDK": 2.3428285749554,
      "countryDM": 1.83611188946039,
      "countryDO": -0.217547817035075,
      "countryDZ": -0.356315267310185,
      "countryEC": 3.43240568899603,
      "countryEG": 1.39851782267797,
      "countryES": 4.68079782173177,
      "countryET": -1.01551379890193,
      "countryFI": 4.4891571224876,
      "countryFJ": 0.284041478393711,
      "countryFR": 4.14260177022515,
      "countryGA": -3.25222672429091,
      "countryGB": 4.0788951454309,
      "countryGD": 1.93919736974464,
      "countryGH": -7.26387060906189,
      "countryGM": 1.52754204793717,
      "countryGN": -3.29929708457318,
      "countryGQ": -2.23109594016548,
      "countryGR": 3.72884742176247,
      "countryGT": 0.199811780584846,
      "countryGW": 2.23110271902548,
      "countryGY": 0.666479603261039,
      "countryHK": 0.279364244610752,
      "countryHN": -0.169114580348495,
      "countryHT": 0.440179880079582,
      "countryHU": -2.85462639644564,
      "countryID": -7.72218021651087,
      "countryIE": 3.45858640889113,
      "countryIL": 1.63488475453657,
      "countryIN": -2.32646115218755,
      "countryIR": -4.68773496430712,
      "countryIS": 1.12181384737967,
      "countryIT": 4.28040998079243,
      "countryJM": -1.75568248403987,
      "countryJO": 3.16927509648001,
      "countryJP": -3.93380972535548,
      "countryKE": -1.78683050963474,
      "countryKM": -4.0328879365064,
      "countryKN": 0.887197690985508,
      "countryKR": -5.09341639777852,
      "countryKW": 2.83937782729623,
      "countryLB": -1.72784424098369,
      "countryLC": 0.594603560625547,
      "countryLK": -2.58155576108147,
      "countryLS": -0.866164895947481,
      "countryLY": 1.23016164618728,
      "countryMA": 2.29045999428316,
      "countryMG": -5.22848199614261,
      "countryML": -4.69528294123372,
      "countryMM": -5.35963855151184,
      "countryMR": -1.59403369088497,
      "countryMU": -0.431408424441619,
      "countryMV": -2.81800898596354,
      "countryMW": -0.943553075150833,
      "countryMX": -3.32987766401868,
      "countryMY": 0.257215479140863,
      "countryMZ": -2.7765826072391,
      "countryNA": -0.620193726846019,
      "countryNE": -3.64111596980799,
      "countryNG": -1.44181970524253,
      "countryNI": -1.85695140944858,
      "countryNL": 4.4889298591121,
      "countryNO": 2.1243324787171,
      "countryNP": -5.68340386719687,
      "countryNZ": 1.35626046314866,
      "countryOM": 2.45876542811287,
      "countryPA": 3.44059998201584,
      "countryPE": -0.768007612416843,
      "countryPG": -0.2612240649178,
      "countryPH": -1.28258324793645,
      "countryPK": -1.87728569870197,
      "countryPL": -1.07396270760475,
      "countryPY": -4.59498882253847,
      "countryQA": 0.0331023871360128,
      "countryRO": 1.08421376803953,
      "countryRW": -2.84997103855395,
      "countrySA": 0.719857669533255,
      "countrySB": 0.943240919074476,
      "countrySC": 1.06431617919785,
      "countrySD": 7.68573524343688,
      "countrySE": 2.55645706229431,
      "countrySG": 2.2157301358072,
      "countrySL": -4.81358208984282,
      "countrySN": -0.903823411311524,
      "countrySR": -0.638280836302609,
      "countryST": 0.900345226105817,
      "countrySV": 2.77081073317725,
      "countrySY": -0.537642156458964,
      "countrySZ": -0.00638355747826877,
      "countryTD": -6.42240744372658,
      "countryTG": -1.90693846678047,
      "countryTH": -1.13038879501071,
      "countryTN": 3.45156540749146,
      "countryTO": 0.361441178517909,
      "countryTR": 2.28415044047917,
      "countryTT": 0.48234949726072,
      "countryTZ": -4.17045831680442,
      "countryUG": -5.18737734772839,
      "countryUS": 1.23286797405958,
      "countryUY": -1.40711607822002,
      "countryVC": 1.12030170293316,
      "countryVE": -4.98012785497367,
      "countryVN": -9.32509198360161,
      "countryVU": -2.18817575945793,
      "countryWS": -0.560090852751589,
      "countryYE": -1.51240991627155,
      "countryZA": 0.904483023474683,
      "countryZM": -5.95969967251107,
      "countryZW": 4.56504129342003
    },
    "se": {
      "(Intercept)": 1.46850287878853,
      "eu_10_post": 0.199895366308636,
      "eu_es_post": 0.570764204455811,
      "ln_rgdp": 0.295600682287575,
      "ln_def": 0.0951060222305137,
      "ln_ex": 0.0854510608590716,
      "year1982": 0.115234146801602,
      "year1983": 0.122173335158844,
      "year1984": 0.132518510297293,
      "year1985": 0.14102354062362,
      "year1986": 0.139307992463509,
      "year1987": 0.141933959301329,
      "year1988": 0.14945965966604,
      "year1989": 0.159665813310617,
      "year1990": 0.165322766236729,
      "countryAG": 1.61677448195852,
      "countryAR": 0.555663687901572,
      "countryAT": 0.419806013604921,
      "countryAU": 0.562391445180074,
      "countryBB": 1.56690834755099,
      "countryBD": 0.757495649322708,
      "countryBE": 0.492243430723571,
      "countryBF": 0.807139822528246,
      "countryBG": 0.691228250403574,
      "countryBH": 1.40114631550304,
      "countryBI": 0.674554852665674,
      "countryBJ": 0.823557869973309,
      "countryBN": 0.965239854815487,
      "countryBO": 0.824871256436838,
      "countryBS": 1.21140470371043,
      "countryBW": 0.899308001837407,
      "countryBZ": 1.66666239624683,
      "countryCA": 0.637617004700894,
      "countryCF": 0.710314523077795,
      "countryCG": 0.901648994919708,
      "countryCH": 0.48148082726627,
      "countryCI": 1.21604565734088,
      "countryCL": 1.57386326292548,
      "countryCM": 1.24993679575543,
      "countryCN": 0.780912794913091,
      "countryCO": 2.10687704737961,
      "countryCR": 0.697364805984756,
      "countryCV": 0.688822405866065,
      "countryCY": 1.04634768571112,
      "countryDE": 0.812055316235788,
      "countryDK": 0.705838236370683,
      "countryDM": 1.85223676803582,
      "countryDO": 0.417535743145003,
      "countryDZ": 1.02407101331247,
      "countryEC": 0.871576810596069,
      "countryEG": 0.413655684068997,
      "countryES": 0.657583929948347,
      "countryET": 0.529712287404009,
      "countryFI": 0.418411931012016,
      "countryFJ": 1.42718699145019,
      "countryFR": 0.732633036137267,
      "countryGA": 1.05463743896365,
      "countryGB": 0.64860249296454,
      "countryGD": 1.79433670041783,
      "countryGH": 1.4459098122543,
      "countryGM": 1.20706305369803,
      "countryGN": 1.16113383924577,
      "countryGQ": 0.66305370400053,
      "countryGR": 0.603558353068424,
      "countryGT": 0.434364084408434,
      "countryGW": 0.401912080721449,
      "countryGY": 1.14488477088635,
      "countryHK": 0.593036015134635,
      "countryHN": 0.474577335008752,
      "countryHT": 0.989305952411031,
      "countryHU": 1.42466484745966,
      "countryID": 2.63007445595803,
      "countryIE": 0.502133243874656,
      "countryIL": 0.44788797954907,
      "countryIN": 1.30462787992216,
      "countryIR": 2.22332431642595,
      "countryIS": 0.602151340164962,
      "countryIT": 0.890870679191988,
      "countryJM": 0.473377287571547,
      "countryJO": 1.16851639949381,
      "countryJP": 2.38453286036324,
      "countryKE": 0.645790331150965,
      "countryKM": 0.595465052060512,
      "countryKN": 1.83097613424845,
      "countryKR": 2.31851077580945,
      "countryKW": 0.936524032955569,
      "countryLB": 1.11353670837868,
      "countryLC": 1.58622161137428,
      "countryLK": 0.710786624193623,
      "countryLS": 1.21853025975481,
      "countryLY": 0.574914296233364,
      "countryMA": 0.447631383162858,
      "countryMG": 1.16292113330152,
      "countryML": 0.833029148542454,
      "countryMM": 0.822534934213353,
      "countryMR": 0.508054451050269,
      "countryMU": 0.537381364561416,
      "countryMV": 1.30798295725254,
      "countryMW": 0.526034748810123,
      "countryMX": 1.11445093968088,
      "countryMY": 0.401198969435475,
      "countryMZ": 1.62750613853253,
      "countryNA": 1.1429438630007,
      "countryNE": 0.818881925450438,
      "countryNG": 1.04673491290972,
      "countryNI": 1.00120226652013,
      "countryNL": 0.459097982662134,
      "countryNO": 0.755391355368307,
      "countryNP": 0.555621098947014,
      "countryNZ": 0.441343276196877,
      "countryOM": 1.24076956887671,
      "countryPA": 0.992539410742229,
      "countryPE": 0.664009353329679,
      "countryPG": 1.08156715706428,
      "countryPH": 0.616426323795503,
      "countryPK": 0.904544602707157,
      "countryPL": 0.56908871984734,
      "countryPY": 1.41350070807781,
      "countryQA": 0.582484498246808,
      "countryRO": 0.518406777600647,
      "countryRW": 0.690948073438399,
      "countrySA": 0.53281551313683,
      "countrySB": 1.72749826036719,
      "countrySC": 1.30303981621395,
      "countrySD": 3.02386276898256,
      "countrySE": 0.835509204556395,
      "countrySG": 0.487925845898945,
      "countrySL": 1.09619617545929,
      "countrySN": 1.00191055725518,
      "countrySR": 1.29688605731765,
      "countryST": 0.829569526807403,
      "countrySV": 1.09437102988239,
      "countrySY": 0.575967851078892,
      "countrySZ": 1.06807580410533,
      "countryTD": 0.747506018816796,
      "countryTG": 0.754370661405529,
      "countryTH": 0.788421470605553,
      "countryTN": 0.906263244122021,
      "countryTO": 2.05528152544456,
      "countryTR": 0.671040543356276,
      "countryTT": 0.558952969979617,
      "countryTZ": 1.1999570173124,
      "countryUG": 1.16868566812656,
      "countryUS": 1.19303416518008,
      "countryUY": 0.481623765887616,
      "countryVC": 1.81877874277234,
      "countryVE": 1.64090321880492,
      "countryVN": 2.13351882670021,
      "countryVU": 0.889834381984332,
      "countryWS": 1.76485199011401,
      "countryYE": 0.946818266421333,
      "countryZA": 0.628625330576662,
      "countryZM": 1.41752807749968,
      "countryZW": 1.94795277048002
    },
    "n": 1305
  },
  "source_check": {
    "source_term": "eu_10_post",
    "source_beta": 0.231879749344089,
    "template_source_sample_beta": 0.23187974934404632,
    "template_source_sample_n": 1304,
    "template_source_sample_se": 0.10872198385151947,
    "same_point_specification": true,
    "dropped_missing_identifiers": 1,
    "controls": {
      "x001": "eu_es_post",
      "x002": "ln_rgdp",
      "x003": "ln_def",
      "x004": "ln_ex"
    },
    "absolute_coefficient_difference": 4.268807529683727e-14
  },
  "settings": {
    "slug": "aeraej-420",
    "specification_id": "aeraej-420-source",
    "source_specification_id": "Table 1, column 1: EU-10 accession and aggregate exports",
    "study": "Trade and Investment under Policy Uncertainty: Theory and Firm Evidence",
    "citation": "Kyle Handley; Nuno Limao (2015). https://doi.org/10.1257/pol.20140068",
    "description": "This is the paper's original binary-accession specification in Table 1, not its continuous-uncertainty headline in Table 3. The EU-Spain interaction and macro controls are retained. Source point estimates are replicated; comparison inference clusters by country rather than using the source HC1 covariance.",
    "data": "analyses/new-library/tranche150/aeraej-420/panel.parquet",
    "unit": "unit",
    "time": "time",
    "cluster": "cluster",
    "covariates": [
      "x001",
      "x002",
      "x003",
      "x004"
    ],
    "time_fe": null,
    "unit_fe": null,
    "allow_repeated_cells": false,
    "period_values": null,
    "period_step": 1,
    "weight": null,
    "latest_cohort_control": true,
    "reversal_policy": "drop_post_untreated",
    "test_mode": "classical",
    "post_weighting": "observations",
    "display_window": [
      -10,
      10
    ],
    "labels": {
      "y": "ln_total_all",
      "d": "eu_10_post",
      "unit": "country",
      "time": "year",
      "cluster": "country",
      "x001": "eu_es_post",
      "x002": "ln_rgdp",
      "x003": "ln_def",
      "x004": "ln_ex"
    }
  },
  "options": {
    "output_dir": "analyses/new-library/tranche150/aeraej-420/results",
    "timeout_seconds": 300,
    "isolate_matrix": true
  },
  "comparison": {
    "schema": "expensive-replication-v1",
    "config": {
      "outcomes": [
        "y"
      ],
      "treatments": [
        "d"
      ],
      "unit": "unit",
      "time": "time",
      "cluster": "cluster",
      "covariates": [
        "x001",
        "x002",
        "x003",
        "x004"
      ],
      "baseline_by_time": [],
      "weight": null,
      "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": {
        "y": "ln_total_all",
        "d": "eu_10_post",
        "unit": "country",
        "time": "year",
        "cluster": "country",
        "x001": "eu_es_post",
        "x002": "ln_rgdp",
        "x003": "ln_def",
        "x004": "ln_ex"
      },
      "allow_repeated_cells": false,
      "time_fe": null,
      "unit_fe": null,
      "frequency_weights": false,
      "source_sd": null,
      "require_never_control_periods": false,
      "latest_cohort_control": true,
      "slug": "aeraej-420",
      "specification_id": "aeraej-420-source",
      "source_specification_id": "Table 1, column 1: EU-10 accession and aggregate exports",
      "study": "Trade and Investment under Policy Uncertainty: Theory and Firm Evidence",
      "citation": "Kyle Handley; Nuno Limao (2015). https://doi.org/10.1257/pol.20140068",
      "description": "This is the paper's original binary-accession specification in Table 1, not its continuous-uncertainty headline in Table 3. The EU-Spain interaction and macro controls are retained. Source point estimates are replicated; comparison inference clusters by country rather than using the source HC1 covariance.",
      "data": "analyses/new-library/tranche150/aeraej-420/panel.parquet",
      "output_dir": "analyses/new-library/tranche150/aeraej-420/results"
    },
    "options": {
      "output_dir": "analyses/new-library/tranche150/aeraej-420/results",
      "timeout_seconds": 300,
      "isolate_matrix": true
    },
    "source": {
      "file": "panel.parquet",
      "bytes": 49883,
      "sha256": "2e2ba975ea41c5250bf76ddcfc81d7a6c1034e41188ec17aee67f2b5e670bbbc"
    },
    "regressions": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 1304,
          "source_sd": 3.0654258970910124,
          "rows": 1303,
          "units": 138,
          "clusters": 138,
          "treated_units": 9,
          "never_treated_units": 129,
          "treated_cohorts": 1,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 1303,
          "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": 1
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": 0.0756435670371596,
            "se": 0.03546825022804375,
            "pvalue": 0.03473143835436129,
            "lower": 0.005507541990269357,
            "upper": 0.14577959208404984
          },
          {
            "method": "Dynamic TWFE",
            "estimate": 0.034940948279947606,
            "se": 0.03724965808804105,
            "pvalue": 0.34988454440839994,
            "lower": -0.03871768827115242,
            "upper": 0.10859958483104763
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.07651733592117332,
            "se": 0.03522155567565517,
            "pvalue": 0.03154155205184594,
            "lower": 0.006869132382082643,
            "upper": 0.146165539460264
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": 0.034940948279947606,
            "se": 0.03724965808804105,
            "pvalue": 0.34988454440839994,
            "lower": -0.03871768827115242,
            "upper": 0.10859958483104763
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -5,
              "estimate": -0.06393065266181908,
              "se": 0.04942921763532227,
              "pvalue": 0.1980569751454809,
              "lower": -0.161673530413879,
              "upper": 0.03381222509024086
            },
            {
              "event_time": -4,
              "estimate": -0.09649327245335801,
              "se": 0.041469048815919486,
              "pvalue": 0.02143822800832106,
              "lower": -0.17849546392668855,
              "upper": -0.014491080980027465
            },
            {
              "event_time": -3,
              "estimate": -0.03270538018022126,
              "se": 0.05860332946904051,
              "pvalue": 0.5777002308349064,
              "lower": -0.14858943301748143,
              "upper": 0.0831786726570389
            },
            {
              "event_time": -2,
              "estimate": -0.014000065230070653,
              "se": 0.03772493620291897,
              "pvalue": 0.7111295620707924,
              "lower": -0.08859853156005726,
              "upper": 0.06059840109991596
            },
            {
              "event_time": 0,
              "estimate": -0.0020759087504866355,
              "se": 0.03300060824696721,
              "pvalue": 0.9499337063528503,
              "lower": -0.06733234152319416,
              "upper": 0.0631805240222209
            },
            {
              "event_time": 1,
              "estimate": -0.017249969839860133,
              "se": 0.04120358296796362,
              "pvalue": 0.6761259347192677,
              "lower": -0.09872722085964089,
              "upper": 0.06422728117992063
            },
            {
              "event_time": 2,
              "estimate": 0.009098452558786519,
              "se": 0.04260041376402241,
              "pvalue": 0.8311947467276141,
              "lower": -0.07514093527543417,
              "upper": 0.09333784039300722
            },
            {
              "event_time": 3,
              "estimate": 0.08518193127333791,
              "se": 0.046690633524377856,
              "pvalue": 0.07027202731066354,
              "lower": -0.0071455847802092964,
              "upper": 0.17750944732688512
            },
            {
              "event_time": 4,
              "estimate": 0.09975023615796035,
              "se": 0.05708797381593435,
              "pvalue": 0.08282477743215354,
              "lower": -0.013137305113100045,
              "upper": 0.21263777742902074
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -5,
              "estimate": -0.020884684983707952,
              "se": 0.02671581032353404,
              "pvalue": 0.4357192264035732,
              "lower": -0.07371336217956911,
              "upper": 0.031943992212153216
            },
            {
              "event_time": -4,
              "estimate": -0.05110372886822132,
              "se": 0.023209779914930544,
              "pvalue": 0.029351228385805866,
              "lower": -0.09699947210280835,
              "upper": -0.005207985633634289
            },
            {
              "event_time": -3,
              "estimate": 0.008077419702641739,
              "se": 0.034780805677651155,
              "pvalue": 0.8166998374365597,
              "lower": -0.06069923103357103,
              "upper": 0.0768540704388545
            },
            {
              "event_time": -2,
              "estimate": 0.02543635023037923,
              "se": 0.02238889648378615,
              "pvalue": 0.25789212868169004,
              "lower": -0.018836152485796242,
              "upper": 0.0697088529465547
            },
            {
              "event_time": -1,
              "estimate": 0.03847695308210477,
              "se": 0.02782003878305212,
              "pvalue": 0.1688945147929695,
              "lower": -0.016535259935126424,
              "upper": 0.09348916609933597
            },
            {
              "event_time": 0,
              "estimate": 0.039416195810541524,
              "se": 0.038423082294494024,
              "pvalue": 0.30677169176613794,
              "lower": -0.036562806391676556,
              "upper": 0.1153951980127596
            },
            {
              "event_time": 1,
              "estimate": 0.02431832594731927,
              "se": 0.04231580749540331,
              "pvalue": 0.5664457996818388,
              "lower": -0.05935827256811545,
              "upper": 0.10799492446275398
            },
            {
              "event_time": 2,
              "estimate": 0.050693254713418526,
              "se": 0.04263647736505877,
              "pvalue": 0.23651040434054613,
              "lower": -0.03361744641111969,
              "upper": 0.13500395583795674
            },
            {
              "event_time": 3,
              "estimate": 0.12675992721589668,
              "se": 0.04188184070781844,
              "pvalue": 0.002955104495860697,
              "lower": 0.0439414681713374,
              "upper": 0.20957838626045597
            },
            {
              "event_time": 4,
              "estimate": 0.1413989759186906,
              "se": 0.04894050165024212,
              "pvalue": 0.00449127105050026,
              "lower": 0.044622500409482097,
              "upper": 0.23817545142789912
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -5,
              "estimate": -0.06393065266181908,
              "se": 0.04942921763532227,
              "pvalue": 0.1980569751454809,
              "lower": -0.161673530413879,
              "upper": 0.03381222509024086
            },
            {
              "event_time": -4,
              "estimate": -0.09649327245335801,
              "se": 0.041469048815919486,
              "pvalue": 0.02143822800832106,
              "lower": -0.17849546392668855,
              "upper": -0.014491080980027465
            },
            {
              "event_time": -3,
              "estimate": -0.03270538018022126,
              "se": 0.05860332946904051,
              "pvalue": 0.5777002308349064,
              "lower": -0.14858943301748143,
              "upper": 0.0831786726570389
            },
            {
              "event_time": -2,
              "estimate": -0.014000065230070653,
              "se": 0.03772493620291897,
              "pvalue": 0.7111295620707924,
              "lower": -0.08859853156005726,
              "upper": 0.06059840109991596
            },
            {
              "event_time": 0,
              "estimate": -0.0020759087504866355,
              "se": 0.03300060824696721,
              "pvalue": 0.9499337063528503,
              "lower": -0.06733234152319416,
              "upper": 0.0631805240222209
            },
            {
              "event_time": 1,
              "estimate": -0.017249969839860133,
              "se": 0.04120358296796362,
              "pvalue": 0.6761259347192677,
              "lower": -0.09872722085964089,
              "upper": 0.06422728117992063
            },
            {
              "event_time": 2,
              "estimate": 0.009098452558786519,
              "se": 0.04260041376402241,
              "pvalue": 0.8311947467276141,
              "lower": -0.07514093527543417,
              "upper": 0.09333784039300722
            },
            {
              "event_time": 3,
              "estimate": 0.08518193127333791,
              "se": 0.046690633524377856,
              "pvalue": 0.07027202731066354,
              "lower": -0.0071455847802092964,
              "upper": 0.17750944732688512
            },
            {
              "event_time": 4,
              "estimate": 0.09975023615796035,
              "se": 0.05708797381593435,
              "pvalue": 0.08282477743215354,
              "lower": -0.013137305113100045,
              "upper": 0.21263777742902074
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0,
            3.0,
            4.0
          ],
          "weights": [
            0.2,
            0.2,
            0.2,
            0.2,
            0.2
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 3.115375720591507e-08,
          "package_aggregate_vs_estimable_cell_weights": null
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "status": "not_identified",
          "pvalue": null,
          "reason": "Only one treated cohort remains on the common supported sample."
        }
      }
    },
    "alternative_models": {
      "y__d": [
        {
          "method": "CS-DID",
          "status": "unidentified",
          "reason": "UnidentifiedTarget: CS-DID cannot estimate 5 observed post-treatment group-time cells with the configured controls; no target cells were dropped. See csdid-group-time.json and package log."
        },
        {
          "method": "SDID",
          "status": "unsupported",
          "reason": "sdid: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Matrix completion",
          "status": "unsupported",
          "reason": "matrix-completion: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Horizontal ridge",
          "status": "unsupported",
          "reason": "horizontal-ridge: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Multisynth (cohort-averaged)",
          "status": "unsupported",
          "reason": "multisynth-cohort: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Multisynth (individual)",
          "status": "unsupported",
          "reason": "multisynth-individual: this adapter does not implement covariate adjustment; controls retained."
        }
      ]
    },
    "combined_table": [
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": 0.0756435670371596,
        "SE": 0.03546825022804375,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": 0.034940948279947606,
        "SE": 0.03724965808804105,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.07651733592117332,
        "SE": 0.03522155567565517,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": 0.034940948279947606,
        "SE": 0.03724965808804105,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Equal post-event times",
        "Event study": "No",
        "Status": "unidentified",
        "Note": "UnidentifiedTarget: CS-DID cannot estimate 5 observed post-treatment group-time cells with the configured controls; no target cells were dropped. See csdid-group-time.json and package log."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "sdid: this adapter does not implement covariate adjustment; controls retained."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "matrix-completion: this adapter does not implement covariate adjustment; controls retained."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Horizontal ridge",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "horizontal-ridge: this adapter does not implement covariate adjustment; controls retained."
      },
      {
        "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 covariate adjustment; controls retained."
      },
      {
        "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 covariate adjustment; controls retained."
      }
    ],
    "adapter_sha256": {
      "validate_template.py": "9c8cc9bb42c9d4eb4f48bfa0a6ee09498fe83516d08aa9f26a49c21c4686618a",
      "mtgpax_worker.py": "7279b1b2aaa3f5909cd39ac1964d2e9c75907219011fe661a015511131affa85",
      "csdid_general.py": "07619c3b3dfee796ae9e4842afdbc6e367a74cece254ede73f7c403dfc924f6d",
      "runner.py": "58547dcbff39ff9f3c439b6db688064bd9e5f19237ca1cae4e68b0c77dde1096",
      "matrix_inputs.py": "3f675276f9022147996dd5b62762721be2dd436d5db171491a286b05628176ae",
      "csdid_model.py": "b9fd5536d4886e99a707d2b162db5b11da3ff463930eca5b7590d27500096a3f",
      "multisynth_model.R": "3ae0740c5b75b14f563dacc9961688e8286655866a6b435045a3ef6f453c1604",
      "csdid_streaming.py": "378198e98c44bd46862601bdcb514b19d9ea4038cddc38dad7fdba9b0aa0216b",
      "multisynth_sparse.R": "f9ab3d8d7f7b52a79ccd694c7173f626276a0830f23bb79e527c88c0f0292540",
      "matrix_models.py": "dc7188bf9bf709f0803169dfc3b1198e8b9d2b79d5904ebc5f010a48edde2ee2",
      "matrix_worker.py": "c70d8461b3cd9c702154ea38ff99ff31fc9daec8620914e6d5b49d3126ce6312",
      "csdid_aggregations.py": "cbed0fb13450d9398f9a59d53dbfdf8e275a74daa01158c38c0f3396a3e8c6ee",
      "bootstrap_matrix.py": "a55b171313d43a703063c87e668021b75eb3153fa30795b9ae3d9e2721d9b9d0",
      "eligibility.py": "f0eb686ff3f13e89c8f3d85f49890601c4a7f9a611a2938753be599b8ceac9a6"
    }
  }
}
