[ { "study_id": 8, "specification_id": "S08-P001", "source_specification_id": "C95FF064-T6-C1-ALL-OPERAS-OLS", "role": "active_comparison", "published_source_location": "Main Table 6 OLS", "outcome_label": "", "outcome_variable": "", "treatment_label": "", "unit_fixed_effects": "", "time_fixed_effects": "", "allowed_adjustments": "", "published_weights": "", "published_clustering": "", "panel_structure": "aggregate_state_year_panel", "design": "panel", "descriptive_metadata_status": "recorded_source_fields", "title": "Copyrights and Creativity", "status": "ready", "reason": "", "config": "analyses/full-archive/configs/S08-P001.json", "input_bytes": 32549, "specification_type": "twfe_scalar", "run_status": "completed", "result": { "schema": "did-replication-v2", "config": { "outcomes": [ "y" ], "treatments": [ "d" ], "unit": "unit", "time": "time", "cluster": "cluster", "covariates": [], "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": "", "d": "" }, "allow_repeated_cells": true, "time_fe": null, "latest_cohort_control": true, "slug": "s08-p001", "study_id": 8, "study": "Copyrights and Creativity", "citation": "Giorcelli and Moser (2020), JPE. https://doi.org/10.1086/710534", "description": "C95FF064-T6-C1-ALL-OPERAS-OLS", "source_specification_id": "C95FF064-T6-C1-ALL-OPERAS-OLS", "specification_id": "S08-P001", "data": "repl-archives/twfe-microdata-replication-private/outputs/estimation_2026_10_06/group_a/C95FF064-T6-C1-ALL-OPERAS-OLS.csv", "output_dir": "analyses/full-archive/results/S08-P001" }, "source": { "file": "C95FF064-T6-C1-ALL-OPERAS-OLS.csv", "bytes": 32549, "sha256": "8422e4acceefbf02e9acea6daaff16a6956620dcd05588bb56f516fdc882ea2d" }, "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": 1048, "source_sd": 3.160362864607388, "rows": 560, "units": 8, "clusters": 8, "treated_units": 4, "never_treated_units": 4, "treated_cohorts": 3, "latest_cohort_control_index": 71, "unique_unit_period_cells": 560, "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": 1.103259232171212, "se": 0.621297856876815, "pvalue": 0.1190349942452413, "lower": -0.3658767476623275, "upper": 2.5723952120047517 }, { "method": "Dynamic TWFE", "estimate": 0.7592910724253172, "se": 0.38793101787027034, "pvalue": 0.09118388261463752, "lower": -0.15802002037579765, "upper": 1.676602165226432 }, { "method": "BJS / did2s", "estimate": 0.9669388123757365, "se": 0.42258411537440566, "pvalue": 0.05595933169737452, "lower": -0.03231383517646613, "upper": 1.966191459927939 }, { "method": "Sun\u2013Abraham", "estimate": 1.0732397096110735, "se": 0.3377820413033954, "pvalue": 0.015548664538026861, "lower": 0.27451210299254936, "upper": 1.8719673162295978 } ], "event_studies": { "Dynamic TWFE": [ { "event_time": -58, "estimate": -2.23728724286069, "se": 0.898018267265769, "pvalue": 0.04151381283215953, "lower": -4.360763016010658, "upper": -0.11381146971072198 }, { "event_time": -57, "estimate": -2.2245230298547094, "se": 0.8932981348437768, "pvalue": 0.04158221417578709, "lower": -4.336837463408905, "upper": -0.11220859630051372 }, { "event_time": -56, "estimate": -1.3626350547123962, "se": 1.1495345635175782, "pvalue": 0.2745430340488472, "lower": -4.080852361650187, "upper": 1.3555822522253946 }, { "event_time": -55, "estimate": -1.3930613212416985, "se": 1.2018814794717452, "pvalue": 0.2844352052613094, "lower": -4.235059415140801, "upper": 1.448936772657405 }, { "event_time": -54, "estimate": -1.4256774546961983, "se": 1.3481281720939509, "pvalue": 0.32539615915342907, "lower": -4.613494024685005, "upper": 1.7621391152926082 }, { "event_time": -53, "estimate": -1.2932146213749003, "se": 1.1863420353687844, "pvalue": 0.3117719233739646, "lower": -4.098467768891872, "upper": 1.5120385261420717 }, { "event_time": -52, "estimate": -1.0026721303656447, "se": 1.010161968564644, "pvalue": 0.3539756067340127, "lower": -3.391325619270309, "upper": 1.3859813585390197 }, { "event_time": -51, "estimate": -1.1152882612390804, "se": 1.176715621962693, "pvalue": 0.37479559204304874, "lower": -3.8977785581601507, "upper": 1.66720203568199 }, { "event_time": -50, "estimate": -1.336880416404348, "se": 1.217202473924274, "pvalue": 0.3083996139300283, "lower": -4.2151069053444195, "upper": 1.5413460725357233 }, { "event_time": -49, "estimate": -1.1690651208207559, "se": 1.4938408172472135, "pvalue": 0.4595185180315754, "lower": -4.7014373453027005, "upper": 2.3633071036611892 }, { "event_time": -48, "estimate": -0.7336401067828138, "se": 1.250463091743338, "pvalue": 0.5758324611064624, "lower": -3.690515459240803, "upper": 2.223235245675175 }, { "event_time": -47, "estimate": -1.2001091986375412, "se": 1.683178171012565, "pvalue": 0.498917237132242, "lower": -5.180193121565439, "upper": 2.7799747242903567 }, { "event_time": -46, "estimate": -1.0581958924927257, "se": 1.4528146272213995, "pvalue": 0.49002640487241816, "lower": -4.493556593089177, "upper": 2.3771648081037258 }, { "event_time": -45, "estimate": -0.8471341662083921, "se": 1.0737527984570312, "pvalue": 0.4560280186973159, "lower": -3.3861560736555067, "upper": 1.6918877412387228 }, { "event_time": -44, "estimate": -1.4033431499215878, "se": 1.308342299670182, "pvalue": 0.3190251321530382, "lower": -4.497081081106374, "upper": 1.6903947812631979 }, { "event_time": -43, "estimate": -0.9539236316767489, "se": 0.96387353259659, "pvalue": 0.35529993808025573, "lower": -3.233122362323053, "upper": 1.3252750989695556 }, { "event_time": -42, "estimate": -1.0574699601610493, "se": 1.1088820792210141, "pvalue": 0.3720298320642838, "lower": -3.6795594168436905, "upper": 1.5646194965215916 }, { "event_time": -41, "estimate": -1.209964144432643, "se": 1.1613037300289346, "pvalue": 0.3320991456182273, "lower": -3.956011107924221, "upper": 1.5360828190589348 }, { "event_time": -40, "estimate": -1.106452069713237, "se": 1.0282233307731665, "pvalue": 0.3175741764826404, "lower": -3.5378138937129755, "upper": 1.3249097542865016 }, { "event_time": -39, "estimate": -1.2010723886111032, "se": 1.18850177756243, "pvalue": 0.3458680245030985, "lower": -4.011432514896358, "upper": 1.6092877376741512 }, { "event_time": -38, "estimate": -1.3384462788356741, "se": 1.2218525171492218, "pvalue": 0.3095829524014796, "lower": -4.227668372756412, "upper": 1.550775815085064 }, { "event_time": -37, "estimate": -1.0652728561711233, "se": 1.0440808747424364, "pvalue": 0.34154830764966193, "lower": -3.534131813211296, "upper": 1.4035861008690496 }, { "event_time": -36, "estimate": -1.3987453570750563, "se": 1.1399975319194597, "pvalue": 0.2594948730341583, "lower": -4.0944111678077295, "upper": 1.296920453657617 }, { "event_time": -35, "estimate": -1.1201151232159365, "se": 1.1599825344515673, "pvalue": 0.3663963811222668, "lower": -3.8630379556041747, "upper": 1.6228077091723014 }, { "event_time": -34, "estimate": -0.4218475283102752, "se": 0.5992570694155365, "pvalue": 0.5042001837344042, "lower": -1.838865327588673, "upper": 0.9951702709681227 }, { "event_time": -33, "estimate": -1.231166999082913, "se": 1.0932051742096738, "pvalue": 0.2972045206985475, "lower": -3.8161864659858216, "upper": 1.3538524678199957 }, { "event_time": -32, "estimate": -1.3992964635520873, "se": 1.2389187650497724, "pvalue": 0.2959211192265773, "lower": -4.328873821142161, "upper": 1.5302808940379868 }, { "event_time": -31, "estimate": -0.8961822028593543, "se": 0.9882083216168638, "pvalue": 0.39461776513162705, "lower": -3.232923565780392, "upper": 1.4405591600616834 }, { "event_time": -30, "estimate": -0.8362943240737682, "se": 0.9450568300805587, "pvalue": 0.4055717283233324, "lower": -3.0709986236156586, "upper": 1.3984099754681218 }, { "event_time": -29, "estimate": -0.3583510107018264, "se": 0.629912408222985, "pvalue": 0.5872106485153742, "lower": -1.8478571675651105, "upper": 1.1311551461614577 }, { "event_time": -28, "estimate": -0.7038362783561631, "se": 0.8008779581693346, "pvalue": 0.4086451223219016, "lower": -2.597611720809483, "upper": 1.1899391640971566 }, { "event_time": -27, "estimate": -0.7206303126403693, "se": 0.8788987929150198, "pvalue": 0.4392817140059134, "lower": -2.7988957130628496, "upper": 1.3576350877821108 }, { "event_time": -26, "estimate": -0.48385177858747874, "se": 0.8060307217142236, "pvalue": 0.567231120317231, "lower": -2.3898115706817666, "upper": 1.422108013506809 }, { "event_time": -25, "estimate": -0.6793013748255687, "se": 0.9320423771448348, "pvalue": 0.489765117963574, "lower": -2.883231383334433, "upper": 1.5246286336832957 }, { "event_time": -24, "estimate": -0.4306447623067831, "se": 1.2010556731038835, "pvalue": 0.7304978132458088, "lower": -3.270690134441321, "upper": 2.4094006098277547 }, { "event_time": -23, "estimate": -0.5672271968178455, "se": 0.7944385586285575, "pvalue": 0.49833827720319074, "lower": -2.4457758789513484, "upper": 1.3113214853156574 }, { "event_time": -22, "estimate": -0.6173115752324553, "se": 1.0093594335638632, "pvalue": 0.560140709493536, "lower": -3.0040673704115215, "upper": 1.7694442199466107 }, { "event_time": -21, "estimate": -0.557108233808191, "se": 0.5922517109560331, "pvalue": 0.37819730053852657, "lower": -1.9575609925821467, "upper": 0.8433445249657647 }, { "event_time": -20, "estimate": -0.6393427126548852, "se": 0.9019258384878296, "pvalue": 0.5013280019749315, "lower": -2.772058423481363, "upper": 1.493372998171593 }, { "event_time": -19, "estimate": -0.7532286917797292, "se": 1.0091359206000354, "pvalue": 0.4797321641645624, "lower": -3.139455962783983, "upper": 1.632998579224525 }, { "event_time": -18, "estimate": -0.6089244692759387, "se": 1.0168741755866864, "pvalue": 0.5681572967212175, "lower": -3.013449805686636, "upper": 1.795600867134759 }, { "event_time": -17, "estimate": -0.294233164352313, "se": 0.7404763333784689, "pvalue": 0.7029422058323866, "lower": -2.0451814599895437, "upper": 1.4567151312849176 }, { "event_time": -16, "estimate": -0.32786846521809165, "se": 0.7690553809463122, "pvalue": 0.6826737866728382, "lower": -2.1463954698216687, "upper": 1.4906585393854852 }, { "event_time": -15, "estimate": -0.5081968918624022, "se": 0.7750084106791897, "pvalue": 0.5329490028917343, "lower": -2.340800574942794, "upper": 1.3244067912179895 }, { "event_time": -14, "estimate": -0.13732367263995732, "se": 0.6439516547103049, "pvalue": 0.8372085617582722, "lower": -1.660027372221247, "upper": 1.3853800269413323 }, { "event_time": -13, "estimate": -0.37762805995041915, "se": 0.4651487828501161, "pvalue": 0.4436079737066274, "lower": -1.4775301524766693, "upper": 0.722274032575831 }, { "event_time": -12, "estimate": -0.5219250458956146, "se": 0.559580050199028, "pvalue": 0.3820155653079393, "lower": -1.8451216033037436, "upper": 0.8012715115125144 }, { "event_time": -11, "estimate": -0.6536286346854929, "se": 0.8404121922508491, "pvalue": 0.4621897220618075, "lower": -2.640887685816108, "upper": 1.333630416445122 }, { "event_time": -10, "estimate": 0.04519990608587886, "se": 0.9749003793375288, "pvalue": 0.9643154191206857, "lower": -2.2600731737826463, "upper": 2.3504729859544042 }, { "event_time": -9, "estimate": -0.06470565189534734, "se": 0.4936439947110881, "pvalue": 0.8994016044521899, "lower": -1.2319882134423261, "upper": 1.1025769096516316 }, { "event_time": -8, "estimate": 0.3474827028492359, "se": 0.8506675904666454, "pvalue": 0.6951262905295877, "lower": -1.6640265116121924, "upper": 2.3589919173106644 }, { "event_time": -7, "estimate": -0.41590546228233133, "se": 0.6930284173713837, "pvalue": 0.5673331250923502, "lower": -2.054657265041671, "upper": 1.2228463404770082 }, { "event_time": -6, "estimate": 0.5516526375658534, "se": 0.7640925015151786, "pvalue": 0.49371779649874054, "lower": -1.2551390219771341, "upper": 2.3584442971088406 }, { "event_time": -5, "estimate": 0.3918955377401019, "se": 0.8109467965171184, "pvalue": 0.6436621677490968, "lower": -1.525688924055755, "upper": 2.3094799995359585 }, { "event_time": -4, "estimate": 0.6285056040207028, "se": 0.6087118459453216, "pvalue": 0.3361778558916459, "lower": -0.8108691891334153, "upper": 2.0678803971748208 }, { "event_time": -3, "estimate": -0.05724162187342157, "se": 0.6584744854959229, "pvalue": 0.9331610696491484, "lower": -1.6142863593321617, "upper": 1.4998031155853186 }, { "event_time": -2, "estimate": 0.5753180493745855, "se": 0.2453556729989954, "pvalue": 0.05147746436503392, "lower": -0.004855925264707794, "upper": 1.1554920240138788 }, { "event_time": 0, "estimate": 0.6484608364532061, "se": 0.24070821027113684, "pvalue": 0.03090756194001584, "lower": 0.07927636488858059, "upper": 1.2176453080178316 }, { "event_time": 1, "estimate": 0.8498544761863815, "se": 0.23990544532063626, "pvalue": 0.009438717806612571, "lower": 0.28256824209203846, "upper": 1.4171407102807247 }, { "event_time": 2, "estimate": 0.8324804030542863, "se": 0.5386829226901022, "pvalue": 0.16616662001908777, "lower": -0.44130229985761016, "upper": 2.1062631059661827 }, { "event_time": 3, "estimate": 1.5001409524321698, "se": 0.5263775746928625, "pvalue": 0.02469079928856515, "lower": 0.255455773818835, "upper": 2.744826131045505 }, { "event_time": 4, "estimate": 1.336040134179142, "se": 0.40565924901186734, "pvalue": 0.013238529429207193, "lower": 0.37680843608276426, "upper": 2.2952718322755197 }, { "event_time": 5, "estimate": 0.3909350756395559, "se": 0.29434919174641583, "pvalue": 0.22579978160362807, "lower": -0.30509016160075353, "upper": 1.0869603128798653 }, { "event_time": 6, "estimate": 1.360204261422604, "se": 0.4349563615460198, "pvalue": 0.016674412358267762, "lower": 0.33169590052632647, "upper": 2.3887126223188817 }, { "event_time": 7, "estimate": 0.96992949610158, "se": 0.4060974364481833, "pvalue": 0.048281101334807924, "lower": 0.009661649366546343, "upper": 1.9301973428366135 }, { "event_time": 8, "estimate": 0.645507105607576, "se": 0.25500824887607854, "pvalue": 0.03915743850699119, "lower": 0.04250841595899235, "upper": 1.2485057952561596 }, { "event_time": 9, "estimate": 0.8853032816667505, "se": 0.40835722898294613, "pvalue": 0.06681771029896671, "lower": -0.08030812529955156, "upper": 1.8509146886330528 }, { "event_time": 10, "estimate": 0.7284460042834873, "se": 0.4502844877174064, "pvalue": 0.1497503099471392, "lower": -0.33630761548912513, "upper": 1.7931996240560997 }, { "event_time": 11, "estimate": 2.0282317548229196, "se": 0.7297383898506312, "pvalue": 0.02732200137935188, "lower": 0.30267466086384753, "upper": 3.7537888487819915 }, { "event_time": 12, "estimate": 0.7529183655472683, "se": 0.6754567748620305, "pvalue": 0.3017895579957662, "lower": -0.8442831051941361, "upper": 2.350119836288673 }, { "event_time": 13, "estimate": 0.33890373005999475, "se": 0.9881265498421916, "pvalue": 0.7416858185644877, "lower": -1.9976442733395574, "upper": 2.675451733459547 }, { "event_time": 14, "estimate": 1.2114928002120202, "se": 0.9412434464476981, "pvalue": 0.2389757942043873, "lower": -1.0141942799109807, "upper": 3.4371798803350213 }, { "event_time": 15, "estimate": 0.7765491233726133, "se": 0.6951134861329583, "pvalue": 0.3007999164905138, "lower": -0.8671330835465844, "upper": 2.420231330291811 }, { "event_time": 16, "estimate": 0.7362809322440964, "se": 0.7001921603719111, "pvalue": 0.32795021986183975, "lower": -0.9194104309464686, "upper": 2.3919722954346616 }, { "event_time": 17, "estimate": 0.7105041737725809, "se": 0.5069122788384461, "pvalue": 0.20377355470207373, "lower": -0.48815289419897245, "upper": 1.9091612417441342 }, { "event_time": 18, "estimate": 0.5122186596560706, "se": 0.5902948921277159, "pvalue": 0.41429526451159143, "lower": -0.8836069578604727, "upper": 1.908044277172614 }, { "event_time": 19, "estimate": 0.21481079944442885, "se": 0.4531703423879836, "pvalue": 0.6499162223241142, "lower": -0.8567667822688025, "upper": 1.2863883811576602 }, { "event_time": 20, "estimate": 0.5355822976642689, "se": 0.7368621851994622, "pvalue": 0.4909090803290746, "lower": -1.2068198955400327, "upper": 2.2779844908685707 }, { "event_time": 21, "estimate": 0.5780673112259361, "se": 0.5579398485985229, "pvalue": 0.33462713982679704, "lower": -0.7412507857001372, "upper": 1.8973854081520094 }, { "event_time": 22, "estimate": -0.037479118773437584, "se": 0.4481194006310486, "pvalue": 0.9356870343008038, "lower": -1.0971131211148377, "upper": 1.0221548835679626 }, { "event_time": 23, "estimate": 0.5820115465273908, "se": 0.7824398207234723, "pvalue": 0.4811890240450791, "lower": -1.268164628967242, "upper": 2.4321877220220234 }, { "event_time": 24, "estimate": 0.5300436814424037, "se": 0.7645637876025508, "pvalue": 0.5104850112503619, "lower": -1.2778623926122223, "upper": 2.3379497554970294 }, { "event_time": 25, "estimate": 0.42712773780634417, "se": 0.8743194235290076, "pvalue": 0.6401091273455344, "lower": -1.6403091747089698, "upper": 2.494564650321658 }, { "event_time": 26, "estimate": 0.47028012339486325, "se": 0.8789288310621233, "pvalue": 0.6091768063893276, "lower": -1.6080563059587305, "upper": 2.5486165527484568 }, { "event_time": 27, "estimate": -0.11011403282185239, "se": 0.8309593844513979, "pvalue": 0.898306225480904, "lower": -2.07502074538424, "upper": 1.854792679740535 }, { "event_time": 28, "estimate": -0.12348134876314043, "se": 0.8152208463571697, "pvalue": 0.8838780229993175, "lower": -2.051172332463299, "upper": 1.8042096349370178 }, { "event_time": 29, "estimate": 1.1119502823510559, "se": 0.7525376096235251, "pvalue": 0.18303760109121697, "lower": -0.6675183996003948, "upper": 2.8914189643025066 }, { "event_time": 30, "estimate": 1.5930751334678757, "se": 1.763709942567821, "pvalue": 0.3964098532695882, "lower": -2.5774361695033106, "upper": 5.763586436439062 }, { "event_time": 31, "estimate": 0.3561192945157424, "se": 1.0733715062007942, "pvalue": 0.7497705278025014, "lower": -2.18200100001533, "upper": 2.894239589046815 }, { "event_time": 32, "estimate": 0.5554484726539892, "se": 0.9093264842438088, "pvalue": 0.5606112815913712, "lower": -1.5947669846045247, "upper": 2.705663929912503 }, { "event_time": 33, "estimate": 1.5594444630299076, "se": 1.0565628854634386, "pvalue": 0.18346462591405813, "lower": -0.9389297592697881, "upper": 4.057818685329603 }, { "event_time": 34, "estimate": -0.5750977124221508, "se": 0.9989406111621698, "pvalue": 0.5828388392527841, "lower": -2.9372169074771346, "upper": 1.7870214826328332 }, { "event_time": 35, "estimate": 0.8740492572652391, "se": 0.7611195499361624, "pvalue": 0.2885392364632724, "lower": -0.9257124888751954, "upper": 2.6738110034056737 }, { "event_time": 36, "estimate": 1.4470656066179377, "se": 0.7570594971599801, "pvalue": 0.09755225545366662, "lower": -0.3430956402651897, "upper": 3.237226853501065 }, { "event_time": 37, "estimate": -0.2682531918944413, "se": 0.9561754789980672, "pvalue": 0.7871675200129058, "lower": -2.529248918311618, "upper": 1.9927425345227352 }, { "event_time": 38, "estimate": -0.1733612329834572, "se": 1.1751571355899233, "pvalue": 0.8868794494729123, "lower": -2.9521662952316996, "upper": 2.605443829264785 } ], "BJS / did2s": [ { "event_time": -58, "estimate": -0.6399606325959324, "se": 0.12147151265823339, "pvalue": 0.001162645427796452, "lower": -0.9271951173052508, "upper": -0.3527261478866139 }, { "event_time": -57, "estimate": -0.6399606182914837, "se": 0.12147151265823869, "pvalue": 0.0011626455769897205, "lower": -0.9271951030008148, "upper": -0.3527261335821526 }, { "event_time": -56, "estimate": -0.27465603691290746, "se": 0.10122233831726563, "pvalue": 0.030051198834963752, "lower": -0.5140088329008433, "upper": -0.03530324092497164 }, { "event_time": -55, "estimate": -0.2746560297606831, "se": 0.10122234019648513, "pvalue": 0.030051204093415607, "lower": -0.514008830192267, "upper": -0.03530322932909927 }, { "event_time": -54, "estimate": -0.4328657105538141, "se": 0.1536141092942838, "pvalue": 0.025851903663842227, "lower": -0.7961053587779021, "upper": -0.06962606232972618 }, { "event_time": -53, "estimate": -0.2944322398599409, "se": 0.09150056062065703, "pvalue": 0.014697787597034453, "lower": -0.5107966845378822, "upper": -0.07806779518199958 }, { "event_time": -52, "estimate": 0.002210911627063161, "se": 0.14942569569526665, "pvalue": 0.9886077614879321, "lower": -0.35112471222508784, "upper": 0.35554653547921417 }, { "event_time": -51, "estimate": -0.17577497926532554, "se": 0.07895136564772748, "pvalue": 0.061298295753636795, "lower": -0.36246529317231135, "upper": 0.01091533464166028 }, { "event_time": -50, "estimate": -0.37353708025697224, "se": 0.06173453647858494, "pvalue": 0.0005156027673657466, "lower": -0.5195160623750736, "upper": -0.2275580981388709 }, { "event_time": -49, "estimate": -0.2153273994638412, "se": 0.1310056693951644, "pvalue": 0.1442487499827903, "lower": -0.5251065824117935, "upper": 0.09445178348411112 }, { "event_time": -48, "estimate": 0.18019680251852066, "se": 0.09035651093439784, "pvalue": 0.0863437355071898, "lower": -0.03346239452626504, "upper": 0.39385599956330636 }, { "event_time": -47, "estimate": -0.23510360956403037, "se": 0.3372217891253916, "pvalue": 0.5081769939979395, "lower": -1.032506430295439, "upper": 0.5622992111673784 }, { "event_time": -46, "estimate": -0.09667013887015705, "se": 0.1904316002873571, "pvalue": 0.6273076215829163, "lower": -0.546969319179265, "upper": 0.3536290414389509 }, { "event_time": -45, "estimate": 0.08131575202130036, "se": 0.10845740746266506, "pvalue": 0.47784221333609067, "lower": -0.17514526392979762, "upper": 0.33777676797239836 }, { "event_time": -44, "estimate": -0.4328657105556768, "se": 0.15361410929428368, "pvalue": 0.025851903663392243, "lower": -0.7961053587797644, "upper": -0.06962606233158913 }, { "event_time": -43, "estimate": -0.0571177186725728, "se": 0.1390939417478282, "pvalue": 0.6936141666468787, "lower": -0.38602262657912134, "upper": 0.2717871892339757 }, { "event_time": -42, "estimate": -0.13622255906867256, "se": 0.09539688499266434, "pvalue": 0.19636109319695608, "lower": -0.36180034684873436, "upper": 0.08935522871138923 }, { "event_time": -41, "estimate": -0.33398466006031924, "se": 0.07419639523062876, "pvalue": 0.0027937755216422594, "lower": -0.5094312556034272, "upper": -0.15853806451721128 }, { "event_time": -40, "estimate": -0.1757749792671883, "se": 0.07895136564782411, "pvalue": 0.06129829575174911, "lower": -0.3624652931744026, "upper": 0.010915334640026031 }, { "event_time": -39, "estimate": -0.29443223986180367, "se": 0.09150056062065687, "pvalue": 0.014697787596619412, "lower": -0.5107966845397446, "upper": -0.07806779518386275 }, { "event_time": -38, "estimate": -0.35376087015957697, "se": 0.09663065178389883, "pvalue": 0.008060079207338802, "lower": -0.5822560528150017, "upper": -0.12526568750415226 }, { "event_time": -37, "estimate": -0.19555118936644603, "se": 0.07329743587575954, "pvalue": 0.03209665687058432, "lower": -0.368872083817834, "upper": -0.02223029491505804 }, { "event_time": -36, "estimate": -0.4921943408534502, "se": 0.14661738027848198, "pvalue": 0.012134021785239367, "lower": -0.8388893539649502, "upper": -0.14549932774195012 }, { "event_time": -35, "estimate": -0.3537608701605084, "se": 0.13637221515521109, "pvalue": 0.03573166446319603, "lower": -0.6762299173599495, "upper": -0.03129182296106725 }, { "event_time": -34, "estimate": 0.3977351136075623, "se": 0.39789244567812154, "pvalue": 0.35079516795572785, "lower": -0.5431310129684883, "upper": 1.338601240183613 }, { "event_time": -33, "estimate": -0.5317467610528973, "se": 0.17504122183963816, "pvalue": 0.01890446777357708, "lower": -0.9456534792433382, "upper": -0.11784004286245642 }, { "event_time": -32, "estimate": -0.6108516014489972, "se": 0.18646304967895658, "pvalue": 0.013561770929221829, "lower": -1.051766650745808, "upper": -0.1699365521521864 }, { "event_time": -31, "estimate": -0.3086155203203539, "se": 0.12873721874392252, "pvalue": 0.04765820926433008, "lower": -0.6130306698448382, "upper": -0.004200370795869546 }, { "event_time": -30, "estimate": -0.18995825257304846, "se": 0.07664602273475524, "pvalue": 0.04231015520804135, "lower": -0.3711972967197826, "upper": -0.008719208426314351 }, { "event_time": -29, "estimate": 0.0770205837650692, "se": 0.12873467014891665, "pvalue": 0.56849185240357, "lower": -0.22738853928985675, "upper": 0.38142970681999516 }, { "event_time": -28, "estimate": -0.1405177273253696, "se": 0.06741858718333237, "pvalue": 0.07560832292668576, "lower": -0.29993735358719975, "upper": 0.01890189893646055 }, { "event_time": -27, "estimate": -0.22345022288290486, "se": 0.10741662085712318, "pvalue": 0.0760604079671925, "lower": -0.47745016958580555, "upper": 0.03054972381999585 }, { "event_time": -26, "estimate": -0.015800016307087376, "se": 0.04578790107293737, "pvalue": 0.7401783185468177, "lower": -0.12407119761368635, "upper": 0.09247116499951158 }, { "event_time": -25, "estimate": -0.12510079262121954, "se": 0.11556671387597305, "pvalue": 0.31490479664914, "lower": -0.3983726469292297, "upper": 0.14817106168679062 }, { "event_time": -24, "estimate": 0.019924748729992725, "se": 0.28436583031842133, "pvalue": 0.9460997672706392, "lower": -0.652493589965265, "upper": 0.6923430874252504 }, { "event_time": -23, "estimate": -0.045995952224654024, "se": 0.05494328018727829, "pvalue": 0.43015677369947347, "lower": -0.1759161650175496, "upper": 0.08392426056824154 }, { "event_time": -22, "estimate": -0.09873251266736682, "se": 0.14541144038710477, "pvalue": 0.5189574018862557, "lower": -0.44257593106575316, "upper": 0.2451109057310195 }, { "event_time": -21, "estimate": -0.1382849325986115, "se": 0.06318540027420144, "pvalue": 0.06481657579637455, "lower": -0.28769466243358555, "upper": 0.011124797236362588 }, { "event_time": -20, "estimate": -0.18442942265218765, "se": 0.14847146419941631, "pvalue": 0.25416707381863146, "lower": -0.5355086475676173, "upper": 0.166649802263242 }, { "event_time": -19, "estimate": -0.27012633317061896, "se": 0.15593751924226754, "pvalue": 0.12682932089589405, "lower": -0.6388599729041011, "upper": 0.09860730656286326 }, { "event_time": -18, "estimate": -0.1646532120179222, "se": 0.14035346369598464, "pvalue": 0.27911111123844273, "lower": -0.49653641606849486, "upper": 0.16722999203265043 }, { "event_time": -17, "estimate": 0.14517407891146644, "se": 0.10304016738374847, "pvalue": 0.20170014707659353, "lower": -0.09847719977232497, "upper": 0.3888253575952578 }, { "event_time": -16, "estimate": 0.09902958912562694, "se": 0.14302617807842286, "pvalue": 0.5110017562792468, "lower": -0.23917358017123996, "upper": 0.4372327584224938 }, { "event_time": -15, "estimate": -0.05258802208018025, "se": 0.03828363788307469, "pvalue": 0.2119269933166417, "lower": -0.1431144406576949, "upper": 0.037938396497334395 }, { "event_time": -14, "estimate": 0.2967916901172735, "se": 0.16995700033619518, "pvalue": 0.1242664412442667, "lower": -0.10509275460565654, "upper": 0.6986761348402035 }, { "event_time": -13, "estimate": 0.11880579922488457, "se": 0.21790262880506894, "pvalue": 0.602530242004181, "lower": -0.39645204133340184, "upper": 0.6340636397831709 }, { "event_time": -12, "estimate": -0.01962767093398099, "se": 0.18117891662974625, "pvalue": 0.9167713775599375, "lower": -0.4480477310739861, "upper": 0.4087923892060241 }, { "event_time": -11, "estimate": -0.12510079208714328, "se": 0.15770306898850583, "pvalue": 0.4536659673343556, "lower": -0.4980092935679741, "upper": 0.2478077093936875 }, { "event_time": -10, "estimate": 0.3824886011707123, "se": 0.18967397537099412, "pvalue": 0.08355351525821442, "lower": -0.06601908088755282, "upper": 0.8309962832289775 }, { "event_time": -9, "estimate": 0.30997583009419977, "se": 0.21902255249906258, "pvalue": 0.19990287335178553, "lower": -0.20793020919083732, "upper": 0.8278818693792369 }, { "event_time": -8, "estimate": 0.6000269122606854, "se": 0.22572082031494753, "pvalue": 0.03254871134400547, "lower": 0.0662819864545433, "upper": 1.1337718380668274 }, { "event_time": -7, "estimate": -0.026219741591785806, "se": 0.10315486020199136, "pvalue": 0.8066624885609606, "lower": -0.27014222569507784, "upper": 0.21770274251150626 }, { "event_time": -6, "estimate": 0.7318683131004294, "se": 0.22392974385501885, "pvalue": 0.01370654986833189, "lower": 0.2023586101278917, "upper": 1.261378016072967 }, { "event_time": -5, "estimate": 0.6725396817331066, "se": 0.192898215673008, "pvalue": 0.010176588030788936, "lower": 0.2164078828637367, "upper": 1.1286714806024767 }, { "event_time": -4, "estimate": 0.7318683131004293, "se": 0.34901673433706454, "pvalue": 0.07420535799958873, "lower": -0.09342512112470946, "upper": 1.5571617473255681 }, { "event_time": -3, "estimate": 0.2374630595522291, "se": 0.1432212225864172, "pvalue": 0.1412796575140341, "lower": -0.1012013167183812, "upper": 0.5761274358228394 }, { "event_time": -2, "estimate": 0.636754681005466, "se": 0.49206873411327445, "pvalue": 0.23670817386021864, "lower": -0.5268029811293443, "upper": 1.800312343140276 }, { "event_time": -1, "estimate": 0.22936355947772585, "se": 0.4179408285496364, "pvalue": 0.6002051234065703, "lower": -0.7589094594415262, "upper": 1.2176365783969778 }, { "event_time": 0, "estimate": 0.8870246667236328, "se": 0.686559215895548, "pvalue": 0.23737845309483768, "lower": -0.7364299053375061, "upper": 2.5104792387847716 }, { "event_time": 1, "estimate": 1.0531436332208857, "se": 0.7884154787118537, "pvalue": 0.22341699898533107, "lower": -0.811162728072298, "upper": 2.9174499945140693 }, { "event_time": 2, "estimate": 1.2466556548970256, "se": 0.7686423397309545, "pvalue": 0.14885658398896548, "lower": -0.5708946624318092, "upper": 3.06420597222586 }, { "event_time": 3, "estimate": 1.9322309250667629, "se": 1.014792357774607, "pvalue": 0.09861467435722156, "lower": -0.4673716944580937, "upper": 4.331833544591619 }, { "event_time": 4, "estimate": 1.7542450375358654, "se": 0.8402725585678512, "pvalue": 0.07522399283958807, "lower": -0.23268383240159363, "upper": 3.7411739074733243 }, { "event_time": 5, "estimate": 0.884091792638637, "se": 0.693700843228695, "pvalue": 0.24317591071685937, "lower": -0.756250044610299, "upper": 2.524433629887573 }, { "event_time": 6, "estimate": 1.7937974510113983, "se": 1.063479256998405, "pvalue": 0.13551756164838627, "lower": -0.7209313911529052, "upper": 4.308526293175702 }, { "event_time": 7, "estimate": 1.3653129232846388, "se": 0.9924785809205882, "pvalue": 0.21132972943398323, "lower": -0.9815259983465752, "upper": 3.712151844915853 }, { "event_time": 8, "estimate": 1.114814241147255, "se": 0.5618293451729083, "pvalue": 0.08763002702857747, "lower": -0.21370105370509718, "upper": 2.4433295359996072 }, { "event_time": 9, "estimate": 1.2796160091369795, "se": 0.5043588759306131, "pvalue": 0.03882732124038753, "lower": 0.08699677960537566, "upper": 2.472235238668583 }, { "event_time": 10, "estimate": 1.1411825345466073, "se": 1.0169365989145602, "pvalue": 0.29879919963309054, "lower": -1.263490409579046, "upper": 3.5458554786722605 }, { "event_time": 11, "estimate": 2.3475313477678643, "se": 1.2955536565079329, "pvalue": 0.11288522045721067, "lower": -0.7159662476505013, "upper": 5.4110289431862295 }, { "event_time": 12, "estimate": 1.0840754242218449, "se": 0.24737437450696884, "pvalue": 0.003225328939690058, "lower": 0.49912797904007067, "upper": 1.669022869403619 }, { "event_time": 13, "estimate": 0.7237089250756643, "se": 0.5155583789280959, "pvalue": 0.20317130397721583, "lower": -0.4953929208495733, "upper": 1.942810771000902 }, { "event_time": 14, "estimate": 1.257171542660333, "se": 0.690282394421982, "pvalue": 0.11136563657656562, "lower": -0.37508694763742123, "upper": 2.889430032958087 }, { "event_time": 15, "estimate": 0.7298059414432497, "se": 0.5118133186605237, "pvalue": 0.19692508242588633, "lower": -0.4804402441496102, "upper": 1.9400521270361097 }, { "event_time": 16, "estimate": 0.7298059382332046, "se": 0.5253932106498177, "pvalue": 0.20739880095699828, "lower": -0.5125515892915505, "upper": 1.9721634657579599 }, { "event_time": 17, "estimate": 0.5188596986023831, "se": 0.3359725160443712, "pvalue": 0.16641619981431668, "lower": -0.27558906070478284, "upper": 1.313308457909549 }, { "event_time": 18, "estimate": 0.4661231386946778, "se": 0.40081220272851936, "pvalue": 0.2829584282875777, "lower": -0.48164711621150247, "upper": 1.413893393600858 }, { "event_time": 19, "estimate": -0.06124246252240522, "se": 0.4271078360806297, "pvalue": 0.8900235918455747, "lower": -1.0711920097639778, "upper": 0.9487070847191673 }, { "event_time": 20, "estimate": 0.4133865766469425, "se": 0.5828680921862112, "pvalue": 0.5011153971714695, "lower": -0.9648774496161909, "upper": 1.7916506029100758 }, { "event_time": 21, "estimate": 0.2551768979938416, "se": 0.5685706904402704, "pvalue": 0.6671372700046174, "lower": -1.0892791453660753, "upper": 1.5996329413537584 }, { "event_time": 22, "estimate": -0.2194521454555665, "se": 0.3267216722064457, "pvalue": 0.5233289354494357, "lower": -0.992026135075876, "upper": 0.5531218441647431 }, { "event_time": 23, "estimate": 0.25517689906385654, "se": 0.6609470437311081, "pvalue": 0.7109052452076985, "lower": -1.307714509561278, "upper": 1.8180683076889912 }, { "event_time": 24, "estimate": 0.4133865766469425, "se": 0.5683734196438853, "pvalue": 0.490636761763078, "lower": -0.9306029954037112, "upper": 1.757376148697596 }, { "event_time": 25, "estimate": -0.04617278998991225, "se": 0.8480702292568839, "pvalue": 0.9581022925501655, "lower": -2.051540221144592, "upper": 1.9591946411647678 }, { "event_time": 26, "estimate": 0.14367405623064486, "se": 0.7469126661760048, "pvalue": 0.852923874652437, "lower": -1.6224937480309614, "upper": 1.9098418604922511 }, { "event_time": 27, "estimate": -0.05790420351686625, "se": 0.33076812367954983, "pvalue": 0.8659886380916908, "lower": -0.8400465304233712, "upper": 0.7242381233896388 }, { "event_time": 28, "estimate": -0.05790423040786545, "se": 0.35931702456069875, "pvalue": 0.8765270214583185, "lower": -0.9075539806942536, "upper": 0.7917455198785228 }, { "event_time": 29, "estimate": 1.128668362095117, "se": 0.43821798018899855, "pvalue": 0.036707687493481946, "lower": 0.09244749865620494, "upper": 2.1648892255340293 }, { "event_time": 30, "estimate": 1.9197167391697723, "se": 1.3139510855511014, "pvalue": 0.18739232392068964, "lower": -1.187283863131027, "upper": 5.0267173414705715 }, { "event_time": 31, "estimate": 0.6540393197157239, "se": 0.7744259376749378, "pvalue": 0.42628242006121564, "lower": -1.177187033572916, "upper": 2.485265673004364 }, { "event_time": 32, "estimate": 0.8122490273998542, "se": 0.5625756374675812, "pvalue": 0.19201592764399408, "lower": -0.5180309683112585, "upper": 2.142529023110967 }, { "event_time": 33, "estimate": 2.0779264199629033, "se": 0.5319099718248426, "pvalue": 0.005849434612799455, "lower": 0.8201592009218461, "upper": 3.3356936390039604 }, { "event_time": 34, "estimate": -0.21611388430999726, "se": 0.5426089154164218, "pvalue": 0.7022873543572555, "lower": -1.4991800848341257, "upper": 1.0669523162141312 }, { "event_time": 35, "estimate": 0.8913538543509204, "se": 0.39952272573771624, "pvalue": 0.060876775280864985, "lower": -0.05336727199093594, "upper": 1.8360749806927767 }, { "event_time": 36, "estimate": 1.2077732159371826, "se": 0.3812405374267581, "pvalue": 0.015751494305215562, "lower": 0.30628259544760394, "upper": 2.109263836426761 }, { "event_time": 37, "estimate": 0.3376199850204614, "se": 0.3623418727819048, "pvalue": 0.3824671108030243, "lower": -0.5191823947271779, "upper": 1.1944223647681007 }, { "event_time": 38, "estimate": 0.41672481197152733, "se": 0.4890298333411932, "pvalue": 0.42232681281064105, "lower": -0.7396469916994356, "upper": 1.5730966156424904 } ], "Sun\u2013Abraham": [ { "event_time": -58, "estimate": -3.401508137052605, "se": 0.19709611559794574, "pvalue": 5.387982439917741e-07, "lower": -3.867566391890242, "upper": -2.935449882214968 }, { "event_time": -57, "estimate": -3.4015081370525984, "se": 0.1970961155979527, "pvalue": 5.387982439919114e-07, "lower": -3.867566391890252, "upper": -2.935449882214945 }, { "event_time": -56, "estimate": -1.3843347069398917, "se": 0.17578659307606834, "pvalue": 0.00010077049307491953, "lower": -1.800003948032435, "upper": -0.9686654658473484 }, { "event_time": -55, "estimate": -1.3843347069398935, "se": 0.17578659307607258, "pvalue": 0.0001007704930749342, "lower": -1.8000039480324468, "upper": -0.9686654658473401 }, { "event_time": -54, "estimate": -1.5425443877330243, "se": 0.175786593076066, "pvalue": 5.027435818851682e-05, "lower": -1.958213628825562, "upper": -1.1268751466404865 }, { "event_time": -53, "estimate": -1.3843347069398912, "se": 0.17578659307606878, "pvalue": 0.00010077049307492144, "lower": -1.8000039480324357, "upper": -0.9686654658473468 }, { "event_time": -52, "estimate": -1.0679153453536283, "se": 0.17578659307606992, "pvalue": 0.0005033152918048149, "lower": -1.4835845864461754, "upper": -0.6522461042610812 }, { "event_time": -51, "estimate": -1.2261250261467593, "se": 0.17578659307607625, "pvalue": 0.000216298900389558, "lower": -1.6417942672393213, "upper": -0.8104557850541974 }, { "event_time": -50, "estimate": -1.3843347069398906, "se": 0.1757865930760634, "pvalue": 0.00010077049307490199, "lower": -1.8000039480324221, "upper": -0.9686654658473589 }, { "event_time": -49, "estimate": -1.2261250261467591, "se": 0.17578659307606365, "pvalue": 0.0002162989003894618, "lower": -1.6417942672392913, "upper": -0.8104557850542269 }, { "event_time": -48, "estimate": -0.8306008241639308, "se": 0.21219581533303833, "pvalue": 0.005791220141824486, "lower": -1.3323641951869372, "upper": -0.3288374531409244 }, { "event_time": -47, "estimate": -1.265677446345042, "se": 0.16808413214555867, "pvalue": 0.0001338846080746531, "lower": -1.6631332615243561, "upper": -0.8682216311657277 }, { "event_time": -46, "estimate": -1.1470201857501938, "se": 0.21219581533304482, "pvalue": 0.0010025775339621865, "lower": -1.6487835567732154, "upper": -0.6452568147271721 }, { "event_time": -45, "estimate": -0.9492580847587784, "se": 0.16808413214555804, "pvalue": 0.0007764833258813975, "lower": -1.3467138999380912, "upper": -0.5518022695794655 }, { "event_time": -44, "estimate": -1.5425443877330232, "se": 0.17578659307607739, "pvalue": 5.027435818853814e-05, "lower": -1.9582136288255878, "upper": -1.1268751466404585 }, { "event_time": -43, "estimate": -1.0679153453536272, "se": 0.17578659307607244, "pvalue": 0.0005033152918048614, "lower": -1.4835845864461803, "upper": -0.6522461042610741 }, { "event_time": -42, "estimate": -1.2261250261467596, "se": 0.1757865930760788, "pvalue": 0.00021629890038957707, "lower": -1.6417942672393275, "upper": -0.8104557850541915 }, { "event_time": -41, "estimate": -1.3843347069398912, "se": 0.17578659307608474, "pvalue": 0.00010077049307497966, "lower": -1.8000039480324734, "upper": -0.9686654658473091 }, { "event_time": -40, "estimate": -1.2261250261467598, "se": 0.17578659307607802, "pvalue": 0.0002162989003895711, "lower": -1.641794267239326, "upper": -0.8104557850541936 }, { "event_time": -39, "estimate": -1.384334706939891, "se": 0.1757865930760839, "pvalue": 0.00010077049307497675, "lower": -1.8000039480324712, "upper": -0.9686654658473108 }, { "event_time": -38, "estimate": -1.3843347069398906, "se": 0.17578659307608302, "pvalue": 0.00010077049307497371, "lower": -1.8000039480324688, "upper": -0.9686654658473125 }, { "event_time": -37, "estimate": -1.2261250261467587, "se": 0.17578659307607847, "pvalue": 0.00021629890038957564, "lower": -1.641794267239326, "upper": -0.8104557850541914 }, { "event_time": -36, "estimate": -1.5425443877330212, "se": 0.17578659307607625, "pvalue": 5.027435818853643e-05, "lower": -1.9582136288255831, "upper": -1.1268751466404592 }, { "event_time": -35, "estimate": -1.2261250261467587, "se": 0.17578659307607863, "pvalue": 0.00021629890038957694, "lower": -1.6417942672393264, "upper": -0.8104557850541909 }, { "event_time": -34, "estimate": -0.5932863029742332, "se": 0.17578659307608568, "pvalue": 0.011838605916899957, "lower": -1.0089555440668176, "upper": -0.17761706188164889 }, { "event_time": -33, "estimate": -1.3843347069398875, "se": 0.1757865930760777, "pvalue": 0.00010077049307495573, "lower": -1.800003948032453, "upper": -0.9686654658473219 }, { "event_time": -32, "estimate": -1.5425443877330196, "se": 0.1757865930760715, "pvalue": 5.0274358188527985e-05, "lower": -1.9582136288255705, "upper": -1.1268751466404687 }, { "event_time": -31, "estimate": -0.7910484039656775, "se": 0.0840420660727796, "pvalue": 3.1842316939905274e-05, "lower": -0.9897763115553353, "upper": -0.5923204963760198 }, { "event_time": -30, "estimate": -0.6723911433708287, "se": 0.05146504470191687, "pvalue": 3.5865993671825327e-06, "lower": -0.794086636182288, "upper": -0.5506956505593694 }, { "event_time": -29, "estimate": -0.3955242019828483, "se": 0.08404206607279302, "pvalue": 0.0021924128699719564, "lower": -0.5942521095725378, "upper": -0.19679629439315882 }, { "event_time": -28, "estimate": -0.6130625130733997, "se": 0.06475876111720705, "pvalue": 3.0664799043503845e-05, "lower": -0.7661926501142513, "upper": -0.45993237603254805 }, { "event_time": -27, "estimate": -0.6723911433708281, "se": 0.06644108701410141, "pvalue": 1.977377092455734e-05, "lower": -0.8294993490265586, "upper": -0.5152829377150975 }, { "event_time": -26, "estimate": -0.3757479918837018, "se": 0.07719756705285256, "pvalue": 0.001819756782349785, "lower": -0.558291231100837, "upper": -0.19320475266656653 }, { "event_time": -25, "estimate": -0.5141814625776948, "se": 0.06644108701410563, "pvalue": 0.00011258893819459006, "lower": -0.6712896682334354, "upper": -0.35707325692195424 }, { "event_time": -24, "estimate": -0.29664315148713916, "se": 0.08789329653804, "pvalue": 0.01183860591689405, "lower": -0.5044777720334246, "upper": -0.0888085309408537 }, { "event_time": -23, "estimate": -0.435076622181129, "se": 0.05146504470193683, "pvalue": 6.397760502095979e-05, "lower": -0.5567721149926356, "upper": -0.3133811293696225 }, { "event_time": -22, "estimate": -0.533957672676836, "se": 0.06475876111720885, "pvalue": 7.512298974247455e-05, "lower": -0.6870878097176919, "upper": -0.38082753563598015 }, { "event_time": -21, "estimate": -0.5141814625776944, "se": 0.1295175222343814, "pvalue": 0.005392467380569842, "lower": -0.8204417366593202, "upper": -0.2079211884960685 }, { "event_time": -20, "estimate": -0.6526149332716866, "se": 0.22774857192187556, "pvalue": 0.02414666727438107, "lower": -1.191154729703777, "upper": -0.11407513683959625 }, { "event_time": -19, "estimate": -0.6921673534699683, "se": 0.0647587611171818, "pvalue": 1.3771679073370266e-05, "lower": -0.8452974905107602, "upper": -0.5390372164291763 }, { "event_time": -18, "estimate": -0.553733882775978, "se": 0.1260630991091659, "pvalue": 0.0031856625607374406, "lower": -0.8518257441604564, "upper": -0.2556420213914996 }, { "event_time": -17, "estimate": -0.2966431514871399, "se": 0.06475876111717283, "pvalue": 0.0025415191788419824, "lower": -0.44977328852791054, "upper": -0.1435130144463692 }, { "event_time": -16, "estimate": -0.23731452118971386, "se": 0.07278256420558087, "pvalue": 0.013852988883086144, "lower": -0.4094179376033392, "upper": -0.06521110477608846 }, { "event_time": -15, "estimate": -0.45485283228027107, "se": 0.06475876111719846, "pvalue": 0.00020713290960664847, "lower": -0.6079829693211023, "upper": -0.3017226952394398 }, { "event_time": -14, "estimate": -0.05932863029744195, "se": 0.06475876111720864, "pvalue": 0.3900591275006305, "lower": -0.21245876733829733, "upper": 0.09380150674341342 }, { "event_time": -13, "estimate": -0.25709073128885623, "se": 0.10609790766653036, "pvalue": 0.045879780305832674, "lower": -0.5079724168003859, "upper": -0.006209045777326561 }, { "event_time": -12, "estimate": -0.2966431514871391, "se": 0.06475876111718575, "pvalue": 0.002541519178844774, "lower": -0.4497732885279403, "upper": -0.14351301444633788 }, { "event_time": -11, "estimate": -0.47462904237941217, "se": 0.18792377270825988, "pvalue": 0.03948332240116188, "lower": -0.9189981527761737, "upper": -0.0302599319826507 }, { "event_time": -10, "estimate": 0.17798589089225514, "se": 0.18012765645662002, "pvalue": 0.35601526848483533, "lower": -0.2479483339476421, "upper": 0.6039201157321523 }, { "event_time": -9, "estimate": -0.03955242019830085, "se": 0.09854805779897106, "pvalue": 0.7001312014088079, "lower": -0.2725815476171152, "upper": 0.19347670722051352 }, { "event_time": -8, "estimate": 0.49440525247851747, "se": 0.4251710466223544, "pvalue": 0.2829994546610327, "lower": -0.5109645154397879, "upper": 1.4997750203968228 }, { "event_time": -7, "estimate": -0.17798589089228928, "se": 0.049274028899422555, "pvalue": 0.008599370082671011, "lower": -0.29450045460154756, "upper": -0.06147132718303101 }, { "event_time": -6, "estimate": 0.6526149332716487, "se": 0.34234894341582095, "pvalue": 0.0982931296250152, "lower": -0.15691168083656737, "upper": 1.4621415473798647 }, { "event_time": -5, "estimate": 0.49440525247851774, "se": 0.34234894341581373, "pvalue": 0.19192046311589295, "lower": -0.3151213616296812, "upper": 1.3039318665867166 }, { "event_time": -4, "estimate": 0.5339576726768009, "se": 0.22383843457951416, "pvalue": 0.04849130453463768, "lower": 0.004663881831516892, "upper": 1.0632514635220849 }, { "event_time": -3, "estimate": -0.09888105049573964, "se": 0.09742175729152062, "pvalue": 0.3439064054051668, "lower": -0.32924690042005544, "upper": 0.13148479942857616 }, { "event_time": -2, "estimate": 0.593286302974226, "se": 0.10713303371696134, "pvalue": 0.0008709959836889115, "lower": 0.33995693330039184, "upper": 0.8466156726480603 }, { "event_time": 0, "estimate": 0.7317197736682158, "se": 0.26367988961410643, "pvalue": 0.02749421634692192, "lower": 0.10821591202939151, "upper": 1.3552236353070402 }, { "event_time": 1, "estimate": 0.9888105049570683, "se": 0.23206874010104528, "pvalue": 0.0037426552047251835, "lower": 0.4400551340775538, "upper": 1.5375658758365829 }, { "event_time": 2, "estimate": 0.9097056645604888, "se": 0.4457003611874131, "pvalue": 0.08058551536887561, "lower": -0.14420821844693132, "upper": 1.963619547567909 }, { "event_time": 3, "estimate": 1.582096807931296, "se": 0.28500051228459455, "pvalue": 0.0008588227548076109, "lower": 0.9081776848667766, "upper": 2.256015930995815 }, { "event_time": 4, "estimate": 1.4041109170390242, "se": 0.21580572365006206, "pvalue": 0.0003321398307335466, "lower": 0.893811469263557, "upper": 1.9144103648144914 }, { "event_time": 5, "estimate": 0.4548528322802366, "se": 0.2952706493394829, "pvalue": 0.16734579948144299, "lower": -0.24335130593145343, "upper": 1.1530569704919267 }, { "event_time": 6, "estimate": 1.4832157574355902, "se": 0.20746222770719733, "pvalue": 0.00018546880077764043, "lower": 0.992645542509687, "upper": 1.9737859723614934 }, { "event_time": 7, "estimate": 0.9888105049570546, "se": 0.4212595463051681, "pvalue": 0.05129304021285147, "lower": -0.007310034451119218, "upper": 1.9849310443652284 }, { "event_time": 8, "estimate": 0.7514959837673579, "se": 0.19932326104225156, "pvalue": 0.006980765542510902, "lower": 0.2801713668002907, "upper": 1.2228206007344251 }, { "event_time": 9, "estimate": 0.9690342948579127, "se": 0.34746846402632353, "pvalue": 0.026953220398248358, "lower": 0.1474019381575732, "upper": 1.790666651558252 }, { "event_time": 10, "estimate": 0.8306008241639236, "se": 0.34778593185320134, "pvalue": 0.048292643233149045, "lower": 0.008217775341048394, "upper": 1.6529838729867987 }, { "event_time": 11, "estimate": 2.0765020604098314, "se": 0.28305774586041177, "pvalue": 0.0001578150969578041, "lower": 1.4071768499471147, "upper": 2.745827270872548 }, { "event_time": 12, "estimate": 1.4502554072704372, "se": 0.31879415487404006, "pvalue": 0.0026386393111882725, "lower": 0.6964270173892562, "upper": 2.2040837971516183 }, { "event_time": 13, "estimate": 1.2129408860807411, "se": 0.6175805364227105, "pvalue": 0.09028324866414109, "lower": -0.24740502765608063, "upper": 2.673286799817563 }, { "event_time": 14, "estimate": 1.6612016483278331, "se": 0.8794350693718023, "pvalue": 0.10083208955294147, "lower": -0.4183318444099131, "upper": 3.7407351410655796 }, { "event_time": 15, "estimate": 1.4238871271381381, "se": 0.5315286961126627, "pvalue": 0.031591730031966386, "lower": 0.16702148189264476, "upper": 2.6807527723836317 }, { "event_time": 16, "estimate": 0.9492580847587432, "se": 0.6930286308263814, "pvalue": 0.21309110460515326, "lower": -0.6894942227414608, "upper": 2.5880103922589472 }, { "event_time": 17, "estimate": 0.9492580847587443, "se": 0.37584754541648246, "pvalue": 0.039483322401159746, "lower": 0.060519863965309506, "upper": 1.837996305552179 }, { "event_time": 18, "estimate": 1.0283629251553101, "se": 0.35157318615212807, "pvalue": 0.02218053726844742, "lower": 0.1970244429702438, "upper": 1.8597014073403764 }, { "event_time": 19, "estimate": 0.6328387231724835, "se": 0.3758475454165056, "pvalue": 0.136101432494608, "lower": -0.25589949762100606, "upper": 1.521576943965973 }, { "event_time": 20, "estimate": 1.0283629251553115, "se": 0.6801698397978538, "pvalue": 0.17431136337686065, "lower": -0.5799831732326723, "upper": 2.636709023543295 }, { "event_time": 21, "estimate": 1.107467765551878, "se": 0.5315286961126446, "pvalue": 0.0756871535925568, "lower": -0.14939787969357265, "upper": 2.364333410797329 }, { "event_time": 22, "estimate": 0.3955242019827854, "se": 0.2590350444687019, "pvalue": 0.17061966508116824, "lower": -0.21699634618032237, "upper": 1.0080447501458931 }, { "event_time": 23, "estimate": 0.9492580847587444, "se": 0.6930286308263796, "pvalue": 0.21309110460515182, "lower": -0.6894942227414551, "upper": 2.588010392258944 }, { "event_time": 24, "estimate": 0.7119435635689876, "se": 0.7398566330093963, "pvalue": 0.3679672000380392, "lower": -1.0375393735468132, "upper": 2.461426500684788 }, { "event_time": 25, "estimate": 1.0283629251553106, "se": 0.5668947288298153, "pvalue": 0.11254890253166566, "lower": -0.31213009873578557, "upper": 2.3688559490464067 }, { "event_time": 26, "estimate": 0.9492580847587981, "se": 0.7326617460351782, "pvalue": 0.2361884379369957, "lower": -0.7832116481302975, "upper": 2.681727817647894 }, { "event_time": 27, "estimate": 0.23731452118965365, "se": 0.5912883467937698, "pvalue": 0.7001312014089611, "lower": -1.1608602433230988, "upper": 1.6354892857024061 }, { "event_time": 28, "estimate": 0.23731452118965413, "se": 0.4243916306660693, "pvalue": 0.5934646827664845, "lower": -0.7662122208563411, "upper": 1.2408412632356494 }, { "event_time": 29, "estimate": 1.4238871271381381, "se": 0.5822605136444294, "pvalue": 0.04440277305025672, "lower": 0.047059795829649254, "upper": 2.800714458446627 }, { "event_time": 30, "estimate": 2.2149355311037953, "se": 1.860350436394317, "pvalue": 0.2726145927742977, "lower": -2.184094227255426, "upper": 6.6139652894630165 }, { "event_time": 31, "estimate": 0.9492580847587461, "se": 1.0762635804690304, "pvalue": 0.4070449462862449, "lower": -1.5957008787244047, "upper": 3.494217048241897 }, { "event_time": 32, "estimate": 1.107467765551877, "se": 0.7793740583321487, "pvalue": 0.19830412614583304, "lower": -0.7354590338426108, "upper": 2.9503945649463645 }, { "event_time": 33, "estimate": 2.373145211896927, "se": 0.6827609723801725, "pvalue": 0.010324563215709348, "lower": 0.7586720585657003, "upper": 3.987618365228154 }, { "event_time": 34, "estimate": 0.07910484039652324, "se": 0.8126481030092111, "pvalue": 0.9251832808655333, "lower": -1.8425025719899282, "upper": 2.0007122527829746 }, { "event_time": 35, "estimate": 1.1865726059484407, "se": 0.5668947288298011, "pvalue": 0.07462663805191301, "lower": -0.1539204179426219, "upper": 2.5270656298395036 }, { "event_time": 36, "estimate": 1.5029919675347032, "se": 0.5414031382397824, "pvalue": 0.027451723821465324, "lower": 0.22277697696447318, "upper": 2.783206958104933 }, { "event_time": 37, "estimate": 0.6328387231724834, "se": 0.5180700889374509, "pvalue": 0.2614230073646471, "lower": -0.5922023731538434, "upper": 1.8578798194988102 }, { "event_time": 38, "estimate": 0.7119435635690474, "se": 0.6801698397978345, "pvalue": 0.33002252144058447, "lower": -0.8964025348188909, "upper": 2.320289661956986 } ] }, "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, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0, 34.0, 35.0, 36.0, 37.0, 38.0 ], "weights": [ 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.028846153846153848, 0.028846153846153848, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232 ], "weighting": "observations" }, "checks": { "did2s_vs_direct_imputation_max_post_difference": 4.440892098500626e-16, "package_aggregate_vs_estimable_cell_weights": 4.440892098500626e-16, "saturated_vs_deviations_relative_rss_difference": 0.0 }, "inference": { "standard_errors": "Cluster-robust; did2s uses two-stage covariance", "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom" }, "f_test": { "F": 3.6451494498810204, "df_num": 24, "df_den": 276, "pvalue": 9.006184276208503e-08, "log10_pvalue": -7.045459171150373, "inference": "Homoskedastic nested-model F", "observations": 560, "design_columns": 207, "restricted_design_columns": 183, "fixed_effect_rank": 77, "covariance_rank": 24, "rss_unrestricted": 39.39590919535717, "rss_restricted": 51.88321151979359, "test_horizon": null, "reference_cohort": 32, "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.-58.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-57.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-56.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-55.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-54.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-53.0]" ], "data": [ [ -0.12321428571428572, 0.0017857142857142878, -0.12142857142857144, 0.003571428571428575, 0.003571428571428574, 0.003571428571428574 ], [ 0.0017857142857142878, -0.12321428571428572, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574, 0.003571428571428574 ], [ 0.0017857142857142878, 0.0017857142857142878, -0.12142857142857144, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574 ], [ 0.0017857142857142878, 0.0017857142857142878, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574, -0.12142857142857144 ], [ 0.0017857142857142878, 0.0017857142857142878, 0.003571428571428575, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574 ] ] }, "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_57,ref=-1.0)+i(rel_time,cohort_dummy_59,ref=-1.0)|unit+time_fe", "restriction_names": [ "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_59" ], "deviations": [ { "event_time": -56.0, "cohort": 57, "estimate": 3.401508137052341 }, { "event_time": -55.0, "cohort": 57, "estimate": 3.401508137052315 }, { "event_time": -54.0, "cohort": 57, "estimate": 3.7179274986385904 }, { "event_time": -53.0, "cohort": 57, "estimate": 3.401508137052336 }, { "event_time": -52.0, "cohort": 57, "estimate": 2.7686694138798025 }, { "event_time": -51.0, "cohort": 57, "estimate": 3.0850887754660747 }, { "event_time": -50.0, "cohort": 57, "estimate": 3.4015081370523292 }, { "event_time": -49.0, "cohort": 57, "estimate": 3.7179274986385855 }, { "event_time": -48.0, "cohort": 57, "estimate": 3.5597178178454465 }, { "event_time": -47.0, "cohort": 57, "estimate": 4.429871062207679 }, { "event_time": -46.0, "cohort": 57, "estimate": 3.876137179431726 }, { "event_time": -45.0, "cohort": 57, "estimate": 3.005983935069497 }, { "event_time": -44.0, "cohort": 57, "estimate": 3.7179274986385775 }, { "event_time": -43.0, "cohort": 57, "estimate": 2.7686694138798065 }, { "event_time": -42.0, "cohort": 57, "estimate": 3.085088775466066 }, { "event_time": -41.0, "cohort": 57, "estimate": 3.4015081370523315 }, { "event_time": -40.0, "cohort": 57, "estimate": 3.0850887754660734 }, { "event_time": -39.0, "cohort": 57, "estimate": 3.4015081370523257 }, { "event_time": -38.0, "cohort": 57, "estimate": 3.401508137052324 }, { "event_time": -37.0, "cohort": 57, "estimate": 3.085088775466078 }, { "event_time": -36.0, "cohort": 57, "estimate": 3.717927498638592 }, { "event_time": -35.0, "cohort": 57, "estimate": 3.0850887754660574 }, { "event_time": -34.0, "cohort": 57, "estimate": 1.8194113291210188 }, { "event_time": -33.0, "cohort": 57, "estimate": 3.401508137052332 }, { "event_time": -32.0, "cohort": 57, "estimate": 3.7179274986385975 }, { "event_time": -31.0, "cohort": 57, "estimate": 0.23731452118969942 }, { "event_time": -30.0, "cohort": 57, "estimate": 0.23731452118970814 }, { "event_time": -29.0, "cohort": 57, "estimate": 0.3164193615862732 }, { "event_time": -28.0, "cohort": 57, "estimate": 0.1582096807931357 }, { "event_time": -27.0, "cohort": 57, "estimate": 0.2373145211897068 }, { "event_time": -26.0, "cohort": 57, "estimate": 0.7910484039656486 }, { "event_time": -25.0, "cohort": 57, "estimate": 0.7910484039656567 }, { "event_time": -24.0, "cohort": 57, "estimate": 2.056725850310717 }, { "event_time": -23.0, "cohort": 57, "estimate": 0.8701532443622295 }, { "event_time": -22.0, "cohort": 57, "estimate": 1.10746776555192 }, { "event_time": -21.0, "cohort": 57, "estimate": 0.6328387231725245 }, { "event_time": -20.0, "cohort": 57, "estimate": -0.07910484039655652 }, { "event_time": -19.0, "cohort": 57, "estimate": 0.5537338827759739 }, { "event_time": -18.0, "cohort": 57, "estimate": 0.7910484039656676 }, { "event_time": -17.0, "cohort": 57, "estimate": 1.0283629251553545 }, { "event_time": -16.0, "cohort": 57, "estimate": 1.3447822867416117 }, { "event_time": -15.0, "cohort": 57, "estimate": 0.5537338827759587 }, { "event_time": -14.0, "cohort": 57, "estimate": 1.1074677655519234 }, { "event_time": -13.0, "cohort": 57, "estimate": 0.07910484039656981 }, { "event_time": -12.0, "cohort": 57, "estimate": 0.15820968079313424 }, { "event_time": -11.0, "cohort": 57, "estimate": -0.23731452118969537 }, { "event_time": -10.0, "cohort": 57, "estimate": 1.7403064887244604 }, { "event_time": -9.0, "cohort": 57, "estimate": 0.31641936158625583 }, { "event_time": -8.0, "cohort": 57, "estimate": 7.771561172376096e-15 }, { "event_time": -7.0, "cohort": 57, "estimate": 0.8701532443622273 }, { "event_time": -6.0, "cohort": 57, "estimate": 1.423887127138189 }, { "event_time": -5.0, "cohort": 57, "estimate": 1.1865726059484933 }, { "event_time": -4.0, "cohort": 57, "estimate": 2.4522500522935426 }, { "event_time": -3.0, "cohort": 57, "estimate": 1.423887127138189 }, { "event_time": -2.0, "cohort": 57, "estimate": 0.7910484039656611 }, { "event_time": 0.0, "cohort": 57, "estimate": -0.15820968079312114 }, { "event_time": 1.0, "cohort": 57, "estimate": -0.07910484039655491 }, { "event_time": 2.0, "cohort": 57, "estimate": -1.50299196753474 }, { "event_time": 3.0, "cohort": 57, "estimate": -1.2656774463450422 }, { "event_time": 4.0, "cohort": 57, "estimate": -1.0283629251553528 }, { "event_time": 5.0, "cohort": 57, "estimate": -0.07910484039656251 }, { "event_time": 6.0, "cohort": 57, "estimate": 0.791048403965658 }, { "event_time": 7.0, "cohort": 57, "estimate": 1.028362925155355 }, { "event_time": 8.0, "cohort": 57, "estimate": 0.15820968079314113 }, { "event_time": 9.0, "cohort": 57, "estimate": -0.5537338827759515 }, { "event_time": 10.0, "cohort": 57, "estimate": -0.3955242019828239 }, { "event_time": 11.0, "cohort": 57, "estimate": -1.4238871271381746 }, { "event_time": 12.0, "cohort": 57, "estimate": 0.7910484039656591 }, { "event_time": 13.0, "cohort": 57, "estimate": -0.6328387231725198 }, { "event_time": -31.0, "cohort": 59, "estimate": -3.717927498638594 }, { "event_time": -30.0, "cohort": 59, "estimate": -3.243298456259189 }, { "event_time": -29.0, "cohort": 59, "estimate": -2.214935531103836 }, { "event_time": -28.0, "cohort": 59, "estimate": -2.9268790946729357 }, { "event_time": -27.0, "cohort": 59, "estimate": -3.243298456259194 }, { "event_time": -26.0, "cohort": 59, "estimate": -2.610459733086679 }, { "event_time": -25.0, "cohort": 59, "estimate": -3.1641936158626383 }, { "event_time": -24.0, "cohort": 59, "estimate": -3.559717817845446 }, { "event_time": -23.0, "cohort": 59, "estimate": -2.9268790946729375 }, { "event_time": -22.0, "cohort": 59, "estimate": -3.5597178178454563 }, { "event_time": -21.0, "cohort": 59, "estimate": -2.3731452118969845 }, { "event_time": -20.0, "cohort": 59, "estimate": -3.797032339035149 }, { "event_time": -19.0, "cohort": 59, "estimate": -3.638822658242029 }, { "event_time": -18.0, "cohort": 59, "estimate": -3.3224032966557653 }, { "event_time": -17.0, "cohort": 59, "estimate": -2.531354892690111 }, { "event_time": -16.0, "cohort": 59, "estimate": -2.6104597330866697 }, { "event_time": -15.0, "cohort": 59, "estimate": -2.6895645734832407 }, { "event_time": -14.0, "cohort": 59, "estimate": -1.6612016483278826 }, { "event_time": -13.0, "cohort": 59, "estimate": -1.423887127138189 }, { "event_time": -12.0, "cohort": 59, "estimate": -1.6612016483278882 }, { "event_time": -11.0, "cohort": 59, "estimate": -3.2432984562591956 }, { "event_time": -10.0, "cohort": 59, "estimate": -2.610459733086662 }, { "event_time": -9.0, "cohort": 59, "estimate": -1.4238871271381892 }, { "event_time": -8.0, "cohort": 59, "estimate": -2.7686694138798016 }, { "event_time": -7.0, "cohort": 59, "estimate": -1.8985161695175783 }, { "event_time": -6.0, "cohort": 59, "estimate": -1.6612016483278735 }, { "event_time": -5.0, "cohort": 59, "estimate": -2.0567258503107078 }, { "event_time": -4.0, "cohort": 59, "estimate": -0.31641936158626094 }, { "event_time": -3.0, "cohort": 59, "estimate": -1.8194113291210203 }, { "event_time": -2.0, "cohort": 59, "estimate": 1.265677446345039 }, { "event_time": 0.0, "cohort": 59, "estimate": -0.07910484039656973 }, { "event_time": 1.0, "cohort": 59, "estimate": 0.237314521189683 }, { "event_time": 2.0, "cohort": 59, "estimate": -0.8701532443622253 }, { "event_time": 3.0, "cohort": 59, "estimate": 0.6328387231725219 }, { "event_time": 4.0, "cohort": 59, "estimate": 0.31641936158625406 }, { "event_time": 5.0, "cohort": 59, "estimate": -9.325873406851315e-15 }, { "event_time": 6.0, "cohort": 59, "estimate": 2.2940403715003956 }, { "event_time": 7.0, "cohort": 59, "estimate": 1.66120164832787 }, { "event_time": 8.0, "cohort": 59, "estimate": -0.6328387231725305 }, { "event_time": 9.0, "cohort": 59, "estimate": -1.5820968079313213 }, { "event_time": 10.0, "cohort": 59, "estimate": 1.5029919675347319 }, { "event_time": 11.0, "cohort": 59, "estimate": 2.1358306907072606 } ] } } }, "code_sha256": { "replication_engine.py": "f9d56fa725aee6a41a1b7f11796f1d432696b3a0c8161ac280f273cca73f63c2", "reference_f_test.py": "18f7ea6e16e141249b386529a195514afb1ec80e236d4684c7efac07347c8bdb" } } }, { "study_id": 8, "specification_id": "S08-P002", "source_specification_id": "C95FF064-T6-C3-HISTORICALLY-POPULAR-OLS", "role": "active_comparison", "published_source_location": "Main Table 6 OLS", "outcome_label": "", "outcome_variable": "", "treatment_label": "", "unit_fixed_effects": "", "time_fixed_effects": "", "allowed_adjustments": "", "published_weights": "", "published_clustering": "", "panel_structure": "aggregate_state_year_panel", "design": "panel", "descriptive_metadata_status": "recorded_source_fields", "title": "Copyrights and Creativity", "status": "ready", "reason": "", "config": "analyses/full-archive/configs/S08-P002.json", "input_bytes": 32509, "specification_type": "twfe_scalar", "run_status": "completed", "result": { "schema": "did-replication-v2", "config": { "outcomes": [ "y" ], "treatments": [ "d" ], "unit": "unit", "time": "time", "cluster": "cluster", "covariates": [], "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": "", "d": "" }, "allow_repeated_cells": true, "time_fe": null, "latest_cohort_control": true, "slug": "s08-p002", "study_id": 8, "study": "Copyrights and Creativity", "citation": "Giorcelli and Moser (2020), JPE. https://doi.org/10.1086/710534", "description": "C95FF064-T6-C3-HISTORICALLY-POPULAR-OLS", "source_specification_id": "C95FF064-T6-C3-HISTORICALLY-POPULAR-OLS", "specification_id": "S08-P002", "data": "repl-archives/twfe-microdata-replication-private/outputs/estimation_2026_10_06/group_a/C95FF064-T6-C3-HISTORICALLY-POPULAR-OLS.csv", "output_dir": "analyses/full-archive/results/S08-P002" }, "source": { "file": "C95FF064-T6-C3-HISTORICALLY-POPULAR-OLS.csv", "bytes": 32509, "sha256": "0a269df92f9f618bfbec9b1c4670f3413c6cf748c8de1484928000d2094c6931" }, "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": 1048, "source_sd": 0.5566640054764069, "rows": 560, "units": 8, "clusters": 8, "treated_units": 4, "never_treated_units": 4, "treated_cohorts": 3, "latest_cohort_control_index": 71, "unique_unit_period_cells": 560, "unsupported_prediction_rows_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": 0.5072440992085515, "se": 0.3186336162757492, "pvalue": 0.1554263394136475, "lower": -0.24620467720979433, "upper": 1.2606928756268974 }, { "method": "Dynamic TWFE", "estimate": -0.41975777013997706, "se": 1.1076045542067285, "pvalue": 0.7159376862983567, "lower": -3.0388263601918215, "upper": 2.199310819911868 }, { "method": "BJS / did2s", "estimate": 0.5608002332870559, "se": 0.35028831556171197, "pvalue": 0.15341769366179506, "lower": -0.2675000127397542, "upper": 1.389100479313866 }, { "method": "Sun\u2013Abraham", "estimate": 0.3195547289469939, "se": 0.3094659628107673, "pvalue": 0.33614155748851, "lower": -0.41221599175785717, "upper": 1.051325449651845 } ], "event_studies": { "Dynamic TWFE": [ { "event_time": -58, "estimate": -1.855371645886231, "se": 1.3084508031976154, "pvalue": 0.1991381700230196, "lower": -4.949366147143369, "upper": 1.2386228553709073 }, { "event_time": -57, "estimate": -2.0234020557241807, "se": 1.2269213215807344, "pvalue": 0.14310093274791758, "lower": -4.924609967530254, "upper": 0.8778058560818929 }, { "event_time": -56, "estimate": -1.6119768336810691, "se": 1.44032095834878, "pvalue": 0.29999211710943313, "lower": -5.0177947018699545, "upper": 1.793841034507816 }, { "event_time": -55, "estimate": -1.72133277217983, "se": 1.3472769965475737, "pvalue": 0.24211468930680535, "lower": -4.90713663182931, "upper": 1.4644710874696505 }, { "event_time": -54, "estimate": -1.6414200433383264, "se": 1.390494408613527, "pvalue": 0.2763712986437248, "lower": -4.9294168436500385, "upper": 1.6465767569733853 }, { "event_time": -53, "estimate": -1.6640515200142192, "se": 1.3463410808102798, "pvalue": 0.25632917578847103, "lower": -4.847642290613847, "upper": 1.5195392505854086 }, { "event_time": -52, "estimate": -1.6906096427966433, "se": 1.4309432137402787, "pvalue": 0.2759962842905912, "lower": -5.074252668659023, "upper": 1.6930333830657363 }, { "event_time": -51, "estimate": -1.6696969313090144, "se": 1.4092076786679921, "pvalue": 0.2747400763105772, "lower": -5.00194358381812, "upper": 1.662549721200091 }, { "event_time": -50, "estimate": -1.718239638852713, "se": 1.3656821464251345, "pvalue": 0.24867651972457966, "lower": -4.9475647622568735, "upper": 1.5110854845514474 }, { "event_time": -49, "estimate": -1.704959932347932, "se": 1.4069957200178096, "pvalue": 0.264911118645899, "lower": -5.031976133789295, "upper": 1.622056269093431 }, { "event_time": -48, "estimate": -1.6191842430508319, "se": 1.3450683334194293, "pvalue": 0.2677928772964327, "lower": -4.799765444303903, "upper": 1.5613969582022393 }, { "event_time": -47, "estimate": -1.7256044931110401, "se": 1.3998169841116441, "pvalue": 0.25746567397641107, "lower": -5.0356456815329045, "upper": 1.5844366953108242 }, { "event_time": -46, "estimate": -1.5066283266203795, "se": 1.4537754230114013, "pvalue": 0.334504877784826, "lower": -4.944260948242698, "upper": 1.9310042950019384 }, { "event_time": -45, "estimate": -1.7308369634754401, "se": 1.3942678660259864, "pvalue": 0.25444236744306714, "lower": -5.027756572697006, "upper": 1.5660826457461259 }, { "event_time": -44, "estimate": -1.5523677231715143, "se": 1.475595303138688, "pvalue": 0.3277417719381232, "lower": -5.041596162509661, "upper": 1.9368607161666327 }, { "event_time": -43, "estimate": -1.6548959383401551, "se": 1.3852661165193139, "pvalue": 0.27113031315697755, "lower": -4.93052979237148, "upper": 1.6207379156911697 }, { "event_time": -42, "estimate": -1.641242920280742, "se": 1.3837318880641554, "pvalue": 0.2742767596459267, "lower": -4.913248900499515, "upper": 1.6307630599380314 }, { "event_time": -41, "estimate": -1.6255321679118733, "se": 1.460109757015417, "pvalue": 0.3023450297655626, "lower": -5.078143109337775, "upper": 1.8270787735140288 }, { "event_time": -40, "estimate": -1.5989770097663354, "se": 1.2257922440413207, "pvalue": 0.23333106654235314, "lower": -4.497515077440783, "upper": 1.2995610579081118 }, { "event_time": -39, "estimate": -1.5306568760047055, "se": 1.1441919644933343, "pvalue": 0.22279990155466506, "lower": -4.236240943723233, "upper": 1.1749271917138222 }, { "event_time": -38, "estimate": -0.634957482615074, "se": 0.5861820964970472, "pvalue": 0.3146105160773273, "lower": -2.021057883841493, "upper": 0.7511429186113453 }, { "event_time": -37, "estimate": -1.2094547266124944, "se": 1.1289379447391656, "pvalue": 0.3195662472407332, "lower": -3.8789687692860397, "upper": 1.4600593160610507 }, { "event_time": -36, "estimate": -0.5961919587791354, "se": 0.663736437789286, "pvalue": 0.3989007666479731, "lower": -2.1656792362414863, "upper": 0.9732953186832155 }, { "event_time": -35, "estimate": -0.7105690019345647, "se": 1.098071733592929, "pvalue": 0.5381968398748731, "lower": -3.3070960531769353, "upper": 1.885958049307806 }, { "event_time": -34, "estimate": 0.053244527301535546, "se": 0.6782340000608725, "pvalue": 0.9396236221760117, "lower": -1.5505240374971854, "upper": 1.6570130921002566 }, { "event_time": -33, "estimate": -2.0267046214427555, "se": 1.2018615958163936, "pvalue": 0.13560040929170558, "lower": -4.8686556979682045, "upper": 0.8152464550826934 }, { "event_time": -32, "estimate": -1.8614812412709436, "se": 1.3931662530941937, "pvalue": 0.22329930445079077, "lower": -5.155795949838124, "upper": 1.4328334672962373 }, { "event_time": -31, "estimate": -1.0557025860158333, "se": 1.5808343856873277, "pvalue": 0.5256506398141524, "lower": -4.793781912163869, "upper": 2.6823767401322023 }, { "event_time": -30, "estimate": -1.5891310511992731, "se": 1.3887068151101047, "pvalue": 0.29010574833989483, "lower": -4.872900864560803, "upper": 1.694638762162257 }, { "event_time": -29, "estimate": -1.2978531994724343, "se": 1.033301290836329, "pvalue": 0.2494026825142308, "lower": -3.7412224909861465, "upper": 1.1455160920412781 }, { "event_time": -28, "estimate": -1.4345853605233907, "se": 1.0656196704290355, "pvalue": 0.22018596226269896, "lower": -3.9543754761941976, "upper": 1.0852047551474164 }, { "event_time": -27, "estimate": -1.358907659990069, "se": 1.375921818837162, "pvalue": 0.3562324365805144, "lower": -4.612445761108075, "upper": 1.8946304411279373 }, { "event_time": -26, "estimate": -1.3363742221647914, "se": 1.2342239356851756, "pvalue": 0.31479440840784245, "lower": -4.25485007238225, "upper": 1.5821016280526672 }, { "event_time": -25, "estimate": -1.6136437928239855, "se": 1.270470471371906, "pvalue": 0.24463057952187714, "lower": -4.61782908036251, "upper": 1.3905414947145391 }, { "event_time": -24, "estimate": -1.4851123651503078, "se": 1.3031692189557895, "pvalue": 0.2919363070388555, "lower": -4.566617904222394, "upper": 1.5963931739217787 }, { "event_time": -23, "estimate": -1.5772505305543394, "se": 1.2213131956031276, "pvalue": 0.2375576958350588, "lower": -4.465197331667776, "upper": 1.3106962705590974 }, { "event_time": -22, "estimate": -1.570070243408255, "se": 1.2936177273682232, "pvalue": 0.2642175265248586, "lower": -4.628990093833498, "upper": 1.488849607016988 }, { "event_time": -21, "estimate": -0.9627189823980101, "se": 1.454016388556618, "pvalue": 0.5290878579726318, "lower": -4.400921396992345, "upper": 2.475483432196325 }, { "event_time": -20, "estimate": -1.6093765547904144, "se": 1.320955520870861, "pvalue": 0.26255846170024466, "lower": -4.73294001471703, "upper": 1.5141869051362014 }, { "event_time": -19, "estimate": -0.8160171151665512, "se": 1.4237662564612117, "pvalue": 0.5844833178133447, "lower": -4.182689333794204, "upper": 2.550655103461101 }, { "event_time": -18, "estimate": -1.6343457681451314, "se": 1.3140132656079628, "pvalue": 0.2536143067184326, "lower": -4.74149340291635, "upper": 1.4728018666260876 }, { "event_time": -17, "estimate": -1.2947351179165636, "se": 1.1550829337757513, "pvalue": 0.29930584403191335, "lower": -4.026072235723647, "upper": 1.4366019998905195 }, { "event_time": -16, "estimate": -1.089855028875363, "se": 1.6009265199658311, "pvalue": 0.5178973795953151, "lower": -4.875444703004606, "upper": 2.6957346452538804 }, { "event_time": -15, "estimate": -1.4364067519127666, "se": 1.2536369822947513, "pvalue": 0.2895372463135954, "lower": -4.400787162940529, "upper": 1.5279736591149957 }, { "event_time": -14, "estimate": -1.5142075336683847, "se": 1.1777742807058533, "pvalue": 0.23945941997047437, "lower": -4.2992011607276925, "upper": 1.2707860933909234 }, { "event_time": -13, "estimate": -0.5382380225665307, "se": 0.9266522208432304, "pvalue": 0.5795589679851928, "lower": -2.7294223367647454, "upper": 1.6529462916316842 }, { "event_time": -12, "estimate": -0.6010109454354331, "se": 0.4133109255703131, "pvalue": 0.18922950323249452, "lower": -1.5783359834872557, "upper": 0.3763140926163895 }, { "event_time": -11, "estimate": -1.016240986420535, "se": 0.804134115641969, "pvalue": 0.24676976165870654, "lower": -2.917716017800651, "upper": 0.8852340449595812 }, { "event_time": -10, "estimate": 0.4373270037845401, "se": 1.0108549185615336, "pvalue": 0.678298997105331, "lower": -1.952965051487911, "upper": 2.827619059056991 }, { "event_time": -9, "estimate": -0.17539947556071475, "se": 0.7169360617358583, "pvalue": 0.8137429821202923, "lower": -1.8706838739827467, "upper": 1.5198849228613174 }, { "event_time": -8, "estimate": -1.1023835714829608, "se": 1.2170131738130485, "pvalue": 0.39514390753774453, "lower": -3.9801624367891995, "upper": 1.7753952938232775 }, { "event_time": -7, "estimate": -1.819660668878997, "se": 1.3969769549657514, "pvalue": 0.2339358663201564, "lower": -5.122986255507254, "upper": 1.4836649177492593 }, { "event_time": -6, "estimate": -0.5284873451231727, "se": 1.1498204184988696, "pvalue": 0.6597187103546155, "lower": -3.2473805916821643, "upper": 2.1904059014358186 }, { "event_time": -5, "estimate": 0.3319529946790227, "se": 2.037131996760313, "pvalue": 0.8751614031692693, "lower": -4.4850987285560455, "upper": 5.149004717914091 }, { "event_time": -4, "estimate": -1.0401663944509199, "se": 1.3495603329832622, "pvalue": 0.4660714889487435, "lower": -4.231369486810775, "upper": 2.1510366979089346 }, { "event_time": -3, "estimate": -1.386372948699886, "se": 1.106190357693915, "pvalue": 0.25033988879700264, "lower": -4.002097495381014, "upper": 1.2293515979812417 }, { "event_time": -2, "estimate": 1.043876610559702, "se": 0.5085414037517861, "pvalue": 0.0792155341469213, "lower": -0.1586327256908091, "upper": 2.246385946810213 }, { "event_time": 0, "estimate": -0.6085903121491213, "se": 1.5027396292518942, "pvalue": 0.6975774424263432, "lower": -4.1620048833076995, "upper": 2.9448242590094567 }, { "event_time": 1, "estimate": -0.16416776475410572, "se": 1.157805603124501, "pvalue": 0.8912387607605019, "lower": -2.9019429725323107, "upper": 2.573607443024099 }, { "event_time": 2, "estimate": -1.2803350348726001, "se": 1.3406823411420725, "pvalue": 0.37139180516047643, "lower": -4.450545012419335, "upper": 1.8898749426741348 }, { "event_time": 3, "estimate": -0.10289830298791242, "se": 1.3558440917247216, "pvalue": 0.9416281561365848, "lower": -3.3089601236589803, "upper": 3.103163517683156 }, { "event_time": 4, "estimate": -0.3868010100507417, "se": 0.8109122458405309, "pvalue": 0.6478976098723355, "lower": -2.3043037724788307, "upper": 1.5307017523773474 }, { "event_time": 5, "estimate": -1.11869039312155, "se": 1.4847292974736355, "pvalue": 0.4757445849818914, "lower": -4.629517296978025, "upper": 2.3921365107349253 }, { "event_time": 6, "estimate": -0.7802468799848746, "se": 0.8157990680713358, "pvalue": 0.3707163276263127, "lower": -2.709305140773148, "upper": 1.1488113808033984 }, { "event_time": 7, "estimate": 0.3651681127480638, "se": 1.0154494812048656, "pvalue": 0.7297411841204893, "lower": -2.035988356776272, "upper": 2.7663245822724 }, { "event_time": 8, "estimate": -0.4108158021646776, "se": 0.33762562692856574, "pvalue": 0.26311683480377757, "lower": -1.2091735475591818, "upper": 0.3875419432298266 }, { "event_time": 9, "estimate": -0.8683830486773552, "se": 1.4614024838492388, "pvalue": 0.5710669205579982, "lower": -4.324050803325197, "upper": 2.587284705970487 }, { "event_time": 10, "estimate": -0.5840262313008411, "se": 0.48314468515465175, "pvalue": 0.2659810894361734, "lower": -1.7264818708456908, "upper": 0.5584294082440087 }, { "event_time": 11, "estimate": -0.5209671941665082, "se": 1.6831900836052642, "pvalue": 0.7659422892081365, "lower": -4.501079285900001, "upper": 3.4591448975669854 }, { "event_time": 12, "estimate": 0.278960539492014, "se": 2.1704646605730127, "pvalue": 0.9013476733288841, "lower": -4.853372834124031, "upper": 5.41129391310806 }, { "event_time": 13, "estimate": -0.052385242911804526, "se": 1.464770910517151, "pvalue": 0.9724694714992527, "lower": -3.516018060948303, "upper": 3.411247575124694 }, { "event_time": 14, "estimate": -1.280983416553056, "se": 1.0941441104201461, "pvalue": 0.28000219182735603, "lower": -3.8682231147899464, "upper": 1.3062562816838343 }, { "event_time": 15, "estimate": -0.1509763518934903, "se": 1.9862017807061993, "pvalue": 0.9415359354769772, "lower": -4.847597251108142, "upper": 4.545644547321161 }, { "event_time": 16, "estimate": 0.27650281923158543, "se": 1.9959669312129322, "pvalue": 0.893721991479028, "lower": -4.4432089916917406, "upper": 4.9962146301549115 }, { "event_time": 17, "estimate": -0.5339410851581465, "se": 1.5213328819276364, "pvalue": 0.7359369922497506, "lower": -4.131321712509777, "upper": 3.0634395421934837 }, { "event_time": 18, "estimate": -0.7556083479483626, "se": 1.608476251674283, "pvalue": 0.6528041943263346, "lower": -4.559050300768431, "upper": 3.0478336048717054 }, { "event_time": 19, "estimate": -2.1919232879264383, "se": 1.34576835593328, "pvalue": 0.1473892069718854, "lower": -5.374159779392421, "upper": 0.9903132035395452 }, { "event_time": 20, "estimate": 0.227158283861797, "se": 1.9289601262351255, "pvalue": 0.909564049030527, "lower": -4.334107610989259, "upper": 4.788424178712853 }, { "event_time": 21, "estimate": 0.21366727296611085, "se": 1.080811943977472, "pvalue": 0.8489046991109443, "lower": -2.3420468611741607, "upper": 2.769381407106382 }, { "event_time": 22, "estimate": -2.972503175102301e-05, "se": 1.2148405983088963, "pvalue": 0.9999811598606196, "lower": -2.872671265612455, "upper": 2.872611815548953 }, { "event_time": 23, "estimate": -1.0212852123704135, "se": 0.838625527126813, "pvalue": 0.2627491563667366, "lower": -3.004319471819258, "upper": 0.9617490470784309 }, { "event_time": 24, "estimate": -0.05535522414491913, "se": 1.312119147656056, "pvalue": 0.9675272384734025, "lower": -3.158023981671682, "upper": 3.047313533381844 }, { "event_time": 25, "estimate": -0.9493558653201127, "se": 1.9417761479786677, "pvalue": 0.639849838099135, "lower": -5.540926835994889, "upper": 3.6422151053546634 }, { "event_time": 26, "estimate": -1.0492648758475607, "se": 1.7745432835934993, "pvalue": 0.5729183365064439, "lower": -5.245392959733841, "upper": 3.1468632080387193 }, { "event_time": 27, "estimate": -1.336724472892165, "se": 1.8249006414177624, "pvalue": 0.48766443939508136, "lower": -5.651928786335833, "upper": 2.978479840551503 }, { "event_time": 28, "estimate": -0.16820670624200867, "se": 1.4628637018269677, "pvalue": 0.9116862088862915, "lower": -3.6273296923568514, "upper": 3.2909162798728344 }, { "event_time": 29, "estimate": -0.10214907351549593, "se": 1.254137915238232, "pvalue": 0.9373643105356233, "lower": -3.067714002729834, "upper": 2.8634158556988427 }, { "event_time": 30, "estimate": 0.5709140758002866, "se": 2.0020211554660783, "pvalue": 0.7837677266859457, "lower": -4.163113700616609, "upper": 5.304941852217183 }, { "event_time": 31, "estimate": -1.5158141923178825, "se": 1.6874116218393345, "pvalue": 0.39886527387855614, "lower": -5.505908635738685, "upper": 2.47428025110292 }, { "event_time": 32, "estimate": 1.2477304029364196, "se": 1.386627223153379, "pvalue": 0.3981074148700351, "lower": -2.031121956850819, "upper": 4.526582762723658 }, { "event_time": 33, "estimate": -0.3222061419765993, "se": 1.4256805502165375, "pvalue": 0.8276572614741068, "lower": -3.693404946042768, "upper": 3.048992662089569 }, { "event_time": 34, "estimate": -1.4051753666334938, "se": 1.6327362732343873, "pvalue": 0.4179436184547239, "lower": -5.265983154778748, "upper": 2.45563242151176 }, { "event_time": 35, "estimate": -0.5889053294526616, "se": 1.5545230687427871, "pvalue": 0.7160403167359696, "lower": -4.264768277462292, "upper": 3.086957618556969 }, { "event_time": 36, "estimate": 0.8423564469346204, "se": 1.8719468209225776, "pvalue": 0.6663227233530018, "lower": -3.584094403510921, "upper": 5.268807297380162 }, { "event_time": 37, "estimate": -0.7733452347666142, "se": 1.6259872172469279, "pvalue": 0.6488322962588723, "lower": -4.6181940414485645, "upper": 3.0715035719153363 }, { "event_time": 38, "estimate": 1.5771613390756818, "se": 1.4394431600779882, "pvalue": 0.30948038663076577, "lower": -1.8265808660340832, "upper": 4.980903544185447 } ], "BJS / did2s": [ { "event_time": -58, "estimate": -0.4490516115230313, "se": 0.10304633488786355, "pvalue": 0.0033232316641205514, "lower": -0.6927174740366251, "upper": -0.20538574900943757 }, { "event_time": -57, "estimate": -0.4490515736100363, "se": 0.10304633488786434, "pvalue": 0.0033232331548424853, "lower": -0.6927174361236319, "upper": -0.2053857110964407 }, { "event_time": -56, "estimate": -0.32007249361289764, "se": 0.11434105589873526, "pvalue": 0.02655175717221641, "lower": -0.5904461273437731, "upper": -0.049698859882022106 }, { "event_time": -55, "estimate": -0.32007247465640015, "se": 0.11434106472083998, "pvalue": 0.026551771740645883, "lower": -0.5904461292482385, "upper": -0.04969882006456183 }, { "event_time": -54, "estimate": -0.32007247465640015, "se": 0.11434106472083996, "pvalue": 0.026551771740645876, "lower": -0.5904461292482384, "upper": -0.04969882006456189 }, { "event_time": -53, "estimate": -0.32007247465640015, "se": 0.11434106472083998, "pvalue": 0.026551771740645883, "lower": -0.5904461292482385, "upper": -0.04969882006456183 }, { "event_time": -52, "estimate": -0.32007247465640015, "se": 0.11434106472083996, "pvalue": 0.026551771740645876, "lower": -0.5904461292482384, "upper": -0.04969882006456189 }, { "event_time": -51, "estimate": -0.32007247465640015, "se": 0.11434106472083996, "pvalue": 0.026551771740645876, "lower": -0.5904461292482384, "upper": -0.04969882006456189 }, { "event_time": -50, "estimate": -0.32007247465640015, "se": 0.11434106472083998, "pvalue": 0.026551771740645883, "lower": -0.5904461292482385, "upper": -0.04969882006456183 }, { "event_time": -49, "estimate": -0.32007247465640015, "se": 0.11434106472083996, "pvalue": 0.026551771740645876, "lower": -0.5904461292482384, "upper": -0.04969882006456189 }, { "event_time": -48, "estimate": -0.32007247465640015, "se": 0.11434106472083998, "pvalue": 0.026551771740645883, "lower": -0.5904461292482385, "upper": -0.04969882006456183 }, { "event_time": -47, "estimate": -0.32007247465640015, "se": 0.11434106472083998, "pvalue": 0.026551771740645883, "lower": -0.5904461292482385, "upper": -0.04969882006456183 }, { "event_time": -46, "estimate": -0.32007247465640015, "se": 0.11434106472083998, "pvalue": 0.026551771740645883, "lower": -0.5904461292482385, "upper": -0.04969882006456183 }, { "event_time": -45, "estimate": -0.32007247465640015, "se": 0.11434106472083994, "pvalue": 0.026551771740645855, "lower": -0.5904461292482384, "upper": -0.049698820064561944 }, { "event_time": -44, "estimate": -0.32007247465640015, "se": 0.11434106472083999, "pvalue": 0.026551771740645883, "lower": -0.5904461292482385, "upper": -0.04969882006456183 }, { "event_time": -43, "estimate": -0.32007247465640015, "se": 0.11434106472083994, "pvalue": 0.026551771740645855, "lower": -0.5904461292482384, "upper": -0.049698820064561944 }, { "event_time": -42, "estimate": -0.32007247465640015, "se": 0.11434106472083996, "pvalue": 0.026551771740645876, "lower": -0.5904461292482384, "upper": -0.04969882006456189 }, { "event_time": -41, "estimate": -0.32007247465640015, "se": 0.11434106472083999, "pvalue": 0.026551771740645883, "lower": -0.5904461292482385, "upper": -0.04969882006456183 }, { "event_time": -40, "estimate": -0.4323484605049519, "se": 0.19306219121718377, "pvalue": 0.06012879592405332, "lower": -0.888867999922748, "upper": 0.0241710789128442 }, { "event_time": -39, "estimate": -0.32007247465640015, "se": 0.11434106472083998, "pvalue": 0.026551771740645883, "lower": -0.5904461292482385, "upper": -0.04969882006456183 }, { "event_time": -38, "estimate": 0.3535834404166989, "se": 0.48542718323524536, "pvalue": 0.4900148765109067, "lower": -0.7942694494437363, "upper": 1.501436330277134 }, { "event_time": -37, "estimate": -0.32007247465640015, "se": 0.11434106472084, "pvalue": 0.02655177174064591, "lower": -0.5904461292482386, "upper": -0.04969882006456178 }, { "event_time": -36, "estimate": 0.24130745456814715, "se": 0.34557764654430706, "pvalue": 0.5075328202341034, "lower": -0.5758538292588805, "upper": 1.0584687383951747 }, { "event_time": -35, "estimate": 0.2413074545681471, "se": 0.27328716035838807, "pvalue": 0.40654646020445, "lower": -0.40491399246422344, "upper": 0.8875289016005176 }, { "event_time": -34, "estimate": 1.0272393554897978, "se": 0.9704547138983529, "pvalue": 0.3249751327549528, "lower": -1.2675213960667842, "upper": 3.32200010704638 }, { "event_time": -33, "estimate": -0.881452403899159, "se": 0.17961665396578877, "pvalue": 0.0017383816032405664, "lower": -1.3061782998566123, "upper": -0.4567265079417057 }, { "event_time": -32, "estimate": -0.7691764180506072, "se": 0.2865738800209434, "pvalue": 0.03135510943365932, "lower": -1.446815964621171, "upper": -0.09153687148004364 }, { "event_time": -31, "estimate": 0.1025446754048408, "se": 0.29211296649686663, "pvalue": 0.7358829067376337, "lower": -0.5881927293783604, "upper": 0.793282080188042 }, { "event_time": -30, "estimate": -0.34655924902376295, "se": 0.13874135257438802, "pvalue": 0.04111958113286035, "lower": -0.6746304160199458, "upper": -0.01848808202758012 }, { "event_time": -29, "estimate": -0.23428326317521117, "se": 0.11128863480031782, "pvalue": 0.07330769318443933, "lower": -0.49743906795069537, "upper": 0.028872541600273 }, { "event_time": -28, "estimate": -0.23428326317521117, "se": 0.11128863480031782, "pvalue": 0.07330769318443933, "lower": -0.49743906795069537, "upper": 0.028872541600273 }, { "event_time": -27, "estimate": -0.1811634476226256, "se": 0.07877544027447045, "pvalue": 0.055011739355591234, "lower": -0.3674377641255373, "upper": 0.00511086888028614 }, { "event_time": -26, "estimate": -0.1811634476226256, "se": 0.07877544027447046, "pvalue": 0.05501173935559127, "lower": -0.36743776412553736, "upper": 0.005110868880286168 }, { "event_time": -25, "estimate": -0.18418162499431592, "se": 0.0801298855679663, "pvalue": 0.055109657638186156, "lower": -0.37365869568568366, "upper": 0.005295445697051815 }, { "event_time": -24, "estimate": -0.18418162499431595, "se": 0.08012988556796631, "pvalue": 0.055109657638186156, "lower": -0.3736586956856837, "upper": 0.005295445697051815 }, { "event_time": -23, "estimate": -0.25903228179668686, "se": 0.11965493547444242, "pvalue": 0.06712775496444055, "lower": -0.5419712440423231, "upper": 0.02390668044894939 }, { "event_time": -22, "estimate": -0.18418162499431595, "se": 0.08012988556796631, "pvalue": 0.055109657638186156, "lower": -0.3736586956856837, "upper": 0.005295445697051815 }, { "event_time": -21, "estimate": 0.11522100478604358, "se": 0.24629302994158916, "pvalue": 0.6541281282039009, "lower": -0.4671694668121058, "upper": 0.697611476384193 }, { "event_time": -20, "estimate": -0.25903228179668686, "se": 0.14444709278965154, "pvalue": 0.1160218294179267, "lower": -0.60059538047917, "upper": 0.08253081688579633 }, { "event_time": -19, "estimate": 0.1900716615884145, "se": 0.2655285003424489, "pvalue": 0.4972774288192554, "lower": -0.4378034698104031, "upper": 0.817946792987232 }, { "event_time": -18, "estimate": -0.33388293859905777, "se": 0.15985822704771083, "pvalue": 0.0751230438333937, "lower": -0.7118875790927004, "upper": 0.04412170189458481 }, { "event_time": -17, "estimate": -0.18418162499431592, "se": 0.08012988556796632, "pvalue": 0.055109657638186184, "lower": -0.3736586956856837, "upper": 0.00529544569705187 }, { "event_time": -16, "estimate": 0.1900716615884145, "se": 0.26552850034244896, "pvalue": 0.4972774288192554, "lower": -0.4378034698104032, "upper": 0.8179467929872322 }, { "event_time": -15, "estimate": -0.18418162499431595, "se": 0.0801298855679663, "pvalue": 0.055109657638186066, "lower": -0.37365869568568366, "upper": 0.005295445697051787 }, { "event_time": -14, "estimate": -0.18418162499431595, "se": 0.0801298855679663, "pvalue": 0.055109657638186066, "lower": -0.37365869568568366, "upper": 0.005295445697051787 }, { "event_time": -13, "estimate": 0.526899619124964, "se": 0.2761899828127013, "pvalue": 0.09808261493670996, "lower": -0.12618591228094367, "upper": 1.1799851505308716 }, { "event_time": -12, "estimate": 0.41462363456640294, "se": 0.44025839336076245, "pvalue": 0.377665650318244, "lower": -0.6264220393417315, "upper": 1.4556693084745373 }, { "event_time": -11, "estimate": -0.07190563786487919, "se": 0.15409470450273913, "pvalue": 0.6549371619266837, "lower": -0.4362817131740799, "upper": 0.2924704374443215 }, { "event_time": -10, "estimate": 1.1631302077318637, "se": 0.5075100825285939, "pvalue": 0.055656659899870495, "lower": -0.0369404413431047, "upper": 2.363200856806832 }, { "event_time": -9, "estimate": 0.6391756062544007, "se": 0.4663136855885586, "pvalue": 0.21280101011985247, "lower": -0.4634810435379175, "upper": 1.741832256046719 }, { "event_time": -8, "estimate": -0.0719056365839944, "se": 0.31700885626415864, "pvalue": 0.8270412816971696, "lower": -0.821512466075915, "upper": 0.6777011929079262 }, { "event_time": -7, "estimate": -0.7081362239009034, "se": 0.3926055114561447, "pvalue": 0.1142666478183552, "lower": -1.6365007375990916, "upper": 0.22022828979728493 }, { "event_time": -6, "estimate": 0.48947429264965875, "se": 0.3208901239613845, "pvalue": 0.17099790377355345, "lower": -0.2693102765660457, "upper": 1.2482588618653632 }, { "event_time": -5, "estimate": 1.237980863244244, "se": 0.6372245445616185, "pvalue": 0.09315421393824122, "lower": -0.26881574853632584, "upper": 2.7447774750248137 }, { "event_time": -4, "estimate": -0.07190563786487922, "se": 0.25869579594746284, "pvalue": 0.7890780301878489, "lower": -0.6836239907473481, "upper": 0.5398127150175897 }, { "event_time": -3, "estimate": -0.2964576108428677, "se": 0.1282952783057791, "pvalue": 0.05412739413877606, "lower": -0.5998277372895586, "upper": 0.006912515603823166 }, { "event_time": -2, "estimate": 1.6170469140111916, "se": 0.9177549680830677, "pvalue": 0.12145435431106155, "lower": -0.5530987405377916, "upper": 3.787192568560175 }, { "event_time": -1, "estimate": 0.8835082385245557, "se": 0.7081614189241174, "pvalue": 0.2522915399702249, "lower": -0.7910274267057694, "upper": 2.5580439037548808 }, { "event_time": 0, "estimate": 0.4093072269106217, "se": 0.8754062067140064, "pvalue": 0.6543039020202431, "lower": -1.6606995194801637, "upper": 2.479313973301407 }, { "event_time": 1, "estimate": 0.835953722919053, "se": 0.404414307413063, "pvalue": 0.07755117961616816, "lower": -0.1203341560809752, "upper": 1.7922416019190812 }, { "event_time": 2, "estimate": -0.16097829960407462, "se": 0.6705308968917603, "pvalue": 0.8171502981143816, "lower": -1.7465319198365914, "upper": 1.4245753206284424 }, { "event_time": 3, "estimate": 1.0740575286933631, "se": 0.7291418564871085, "pvalue": 0.18422580574799696, "lower": -0.650088988007439, "upper": 2.798204045394165 }, { "event_time": 4, "estimate": 0.6998042540704646, "se": 0.6898674891391433, "pvalue": 0.34416223966331505, "lower": -0.9314731411333751, "upper": 2.3310816492743043 }, { "event_time": 5, "estimate": 0.06357366141408216, "se": 0.5593692017539227, "pvalue": 0.912704295118644, "lower": -1.2591243186473404, "upper": 1.3862716414755045 }, { "event_time": 6, "estimate": 0.2507003106853633, "se": 0.4001801323135009, "pvalue": 0.5508824052566628, "lower": -0.6955753351887501, "upper": 1.1969759565594766 }, { "event_time": 7, "estimate": 1.485736160331589, "se": 0.37534050233158495, "pvalue": 0.005473075754745106, "lower": 0.5981969059133054, "upper": 2.3732754147498727 }, { "event_time": 8, "estimate": 0.624953585308262, "se": 0.6891262088869424, "pvalue": 0.39461654003854546, "lower": -1.0045709606339968, "upper": 2.2544781312505204 }, { "event_time": 9, "estimate": 0.2507003106853633, "se": 0.4009613214088577, "pvalue": 0.551638278965278, "lower": -0.6974225538687107, "upper": 1.1988231752394372 }, { "event_time": 10, "estimate": 0.5126776047991836, "se": 0.5979981480343519, "pvalue": 0.4196469582861597, "lower": -0.9013633184504167, "upper": 1.926718528048784 }, { "event_time": 11, "estimate": 0.5126776047991836, "se": 0.8624175443728038, "pvalue": 0.5709065930104558, "lower": -1.526615835623844, "upper": 2.5519710452222113 }, { "event_time": 12, "estimate": 1.4914410397608087, "se": 1.5339530339851957, "pvalue": 0.3632990907410743, "lower": -2.135781505204915, "upper": 5.118663584726533 }, { "event_time": 13, "estimate": 0.8926357819140069, "se": 1.1611271274397175, "pvalue": 0.46717190928003477, "lower": -1.852993582812214, "upper": 3.6382651466402276 }, { "event_time": 14, "estimate": -0.34769340254171544, "se": 0.26023291463264786, "pvalue": 0.2233198274758835, "lower": -0.9630464635447492, "upper": 0.26765965846131834 }, { "event_time": 15, "estimate": 0.5505144893702384, "se": 1.3464201467532264, "pvalue": 0.6948527602669344, "lower": -2.633263242475556, "upper": 3.7342922212160325 }, { "event_time": 16, "estimate": 1.1493197437892058, "se": 1.4107456526476165, "pvalue": 0.4420808701766049, "lower": -2.186563639290438, "upper": 4.48520312686885 }, { "event_time": 17, "estimate": 0.25111185701900335, "se": 0.8978097027503325, "pvalue": 0.7877965724186977, "lower": -1.8718707394197411, "upper": 2.3740944534577477 }, { "event_time": 18, "estimate": 0.25111185701900335, "se": 0.897809702750332, "pvalue": 0.7877965724186976, "lower": -1.8718707394197402, "upper": 2.374094453457747 }, { "event_time": 19, "estimate": -1.2459012841701667, "se": 0.5612124444001724, "pvalue": 0.06187568523734513, "lower": -2.572957840494481, "upper": 0.08115527215414775 }, { "event_time": 20, "estimate": 1.1493197437892058, "se": 1.4807500016047415, "pvalue": 0.46306004514720855, "lower": -2.3520976205514197, "upper": 4.650737108129832 }, { "event_time": 21, "estimate": 1.1493197437892058, "se": 0.34117107735556834, "pvalue": 0.011940699273106611, "lower": 0.34257834033219114, "upper": 1.9560611472462204 }, { "event_time": 22, "estimate": 0.849917111437971, "se": 0.5343788065567643, "pvalue": 0.1557529598722981, "lower": -0.4136879740833629, "upper": 2.113522196959305 }, { "event_time": 23, "estimate": -0.3476934025417154, "se": 0.30142092202434767, "pvalue": 0.28656007361509184, "lower": -1.0604406246979454, "upper": 0.3650538196145146 }, { "event_time": 24, "estimate": 0.8499171114379707, "se": 0.7387905559932638, "pvalue": 0.287751162329074, "lower": -0.8970449541114176, "upper": 2.596879176987359 }, { "event_time": 25, "estimate": -0.6278449730325427, "se": 1.4421116548451987, "pvalue": 0.6764058510202545, "lower": -4.037897165584102, "upper": 2.7822072195190164 }, { "event_time": 26, "estimate": -0.26857075510775824, "se": 1.1777802375515336, "pvalue": 0.8261396491234133, "lower": -3.0535784678688245, "upper": 2.5164369576533083 }, { "event_time": 27, "estimate": -0.6634672981194579, "se": 1.3890931352335125, "pvalue": 0.6474699625128266, "lower": -3.9481506134136763, "upper": 2.6212160171747607 }, { "event_time": 28, "estimate": 0.6838444679894825, "se": 0.7422504334205735, "pvalue": 0.38753742139749303, "lower": -1.0712989076320607, "upper": 2.4389878436110255 }, { "event_time": 29, "estimate": 0.6838444679894825, "se": 0.5391520464444375, "pvalue": 0.2452172712348112, "lower": -0.5910475363289135, "upper": 1.9587364723078786 }, { "event_time": 30, "estimate": 1.5820523547596848, "se": 1.3752189665872199, "pvalue": 0.28775752873282906, "lower": -1.669823764882822, "upper": 4.8339284744021915 }, { "event_time": 31, "estimate": -0.2143633760831442, "se": 1.0805046041519286, "pvalue": 0.8483772691636654, "lower": -2.7693507670184556, "upper": 2.340624014852167 }, { "event_time": 32, "estimate": 2.031156319493574, "se": 0.8390292322327126, "pvalue": 0.04603530253558082, "lower": 0.04716744916082782, "upper": 4.01514518982632 }, { "event_time": 33, "estimate": 0.6838444679894825, "se": 0.7422504334205735, "pvalue": 0.38753742139749303, "lower": -1.0712989076320607, "upper": 2.4389878436110255 }, { "event_time": 34, "estimate": -0.2143633760831442, "se": 1.0805046041519286, "pvalue": 0.8483772691636654, "lower": -2.7693507670184556, "upper": 2.340624014852167 }, { "event_time": 35, "estimate": 0.6838444679894825, "se": 0.7422504334205735, "pvalue": 0.38753742139749303, "lower": -1.0712989076320607, "upper": 2.4389878436110255 }, { "event_time": 36, "estimate": 1.5820523547596848, "se": 1.3752189665872199, "pvalue": 0.28775752873282906, "lower": -1.669823764882822, "upper": 4.8339284744021915 }, { "event_time": 37, "estimate": 0.234740545953169, "se": 0.8257827263314816, "pvalue": 0.7844328691320326, "lower": -1.7179253152766594, "upper": 2.1874064071829973 }, { "event_time": 38, "estimate": 2.031156319493574, "se": 0.839029232232713, "pvalue": 0.046035302535580865, "lower": 0.047167449160826935, "upper": 4.015145189826321 } ], "Sun\u2013Abraham": [ { "event_time": -58, "estimate": -5.389247320621763, "se": 0.0, "pvalue": null, "lower": -5.389247320621763, "upper": -5.389247320621763 }, { "event_time": -57, "estimate": -5.389247320621764, "se": 0.0, "pvalue": null, "lower": -5.389247320621764, "upper": -5.389247320621764 }, { "event_time": -56, "estimate": -2.6946236603106954, "se": 0.0, "pvalue": null, "lower": -2.6946236603106954, "upper": -2.6946236603106954 }, { "event_time": -55, "estimate": -2.6946236603106977, "se": 0.0, "pvalue": null, "lower": -2.6946236603106977, "upper": -2.6946236603106977 }, { "event_time": -54, "estimate": -2.6946236603106994, "se": 0.0, "pvalue": null, "lower": -2.6946236603106994, "upper": -2.6946236603106994 }, { "event_time": -53, "estimate": -2.6946236603106954, "se": 0.0, "pvalue": null, "lower": -2.6946236603106954, "upper": -2.6946236603106954 }, { "event_time": -52, "estimate": -2.694623660310695, "se": 0.0, "pvalue": null, "lower": -2.694623660310695, "upper": -2.694623660310695 }, { "event_time": -51, "estimate": -2.694623660310694, "se": 0.0, "pvalue": null, "lower": -2.694623660310694, "upper": -2.694623660310694 }, { "event_time": -50, "estimate": -2.6946236603106946, "se": 3.744539959094292e-08, "pvalue": 2.642881285420778e-53, "lower": -2.6946237488549944, "upper": -2.6946235717663947 }, { "event_time": -49, "estimate": -2.694623660310695, "se": 6.015741238113605e-08, "pvalue": 7.299824178165943e-52, "lower": -2.694623802560371, "upper": -2.694623518061019 }, { "event_time": -48, "estimate": -2.694623660310694, "se": 7.071116862957635e-08, "pvalue": 2.263103796876259e-51, "lower": -2.6946238275160384, "upper": -2.69462349310535 }, { "event_time": -47, "estimate": -2.6946236603106937, "se": 0.0, "pvalue": null, "lower": -2.6946236603106937, "upper": -2.6946236603106937 }, { "event_time": -46, "estimate": -2.6946236603106914, "se": 0.0, "pvalue": null, "lower": -2.6946236603106914, "upper": -2.6946236603106914 }, { "event_time": -45, "estimate": -2.694623660310691, "se": 0.0, "pvalue": null, "lower": -2.694623660310691, "upper": -2.694623660310691 }, { "event_time": -44, "estimate": -2.6946236603106906, "se": 0.0, "pvalue": null, "lower": -2.6946236603106906, "upper": -2.6946236603106906 }, { "event_time": -43, "estimate": -2.69462366031069, "se": 0.0, "pvalue": null, "lower": -2.69462366031069, "upper": -2.69462366031069 }, { "event_time": -42, "estimate": -2.694623660310691, "se": 0.0, "pvalue": null, "lower": -2.694623660310691, "upper": -2.694623660310691 }, { "event_time": -41, "estimate": -2.694623660310691, "se": 0.0, "pvalue": null, "lower": -2.694623660310691, "upper": -2.694623660310691 }, { "event_time": -40, "estimate": -2.69462366031069, "se": 0.0, "pvalue": null, "lower": -2.69462366031069, "upper": -2.69462366031069 }, { "event_time": -39, "estimate": -2.694623660310689, "se": 0.0, "pvalue": null, "lower": -2.694623660310689, "upper": -2.694623660310689 }, { "event_time": -38, "estimate": -1.796415773540484, "se": 0.0, "pvalue": null, "lower": -1.796415773540484, "upper": -1.796415773540484 }, { "event_time": -37, "estimate": -2.694623660310689, "se": 0.0, "pvalue": null, "lower": -2.694623660310689, "upper": -2.694623660310689 }, { "event_time": -36, "estimate": -2.020967745233037, "se": 0.29218382094243095, "pvalue": 0.00022787276686869084, "lower": -2.7118726941565527, "upper": -1.3300627963095208 }, { "event_time": -35, "estimate": -2.020967745233036, "se": 0.29218382094242423, "pvalue": 0.00022787276686865913, "lower": -2.711872694156536, "upper": -1.330062796309536 }, { "event_time": -34, "estimate": -1.1227598584628318, "se": 0.2921838209424138, "pvalue": 0.006352679178301401, "lower": -1.8136648073863069, "upper": -0.43185490953935657 }, { "event_time": -33, "estimate": -2.91917563200324, "se": 0.29218382094242207, "pvalue": 2.1523165827475067e-05, "lower": -3.6100805809267347, "upper": -2.2282706830797454 }, { "event_time": -32, "estimate": -2.694623660310689, "se": 0.0, "pvalue": null, "lower": -2.694623660310689, "upper": -2.694623660310689 }, { "event_time": -31, "estimate": -1.0104838726165826, "se": 0.14609191047117154, "pvalue": 0.00022787276686817584, "lower": -1.3559363470782366, "upper": -0.6650313981549285 }, { "event_time": -30, "estimate": -1.4595878160016842, "se": 0.14609191047116318, "pvalue": 2.1523165827422364e-05, "lower": -1.8050402904633185, "upper": -1.11413534154005 }, { "event_time": -29, "estimate": -1.459587816001685, "se": 0.14609191047128559, "pvalue": 2.1523165827541145e-05, "lower": -1.8050402904636087, "upper": -1.1141353415397615 }, { "event_time": -28, "estimate": -1.4595878160016742, "se": 0.1460919104712575, "pvalue": 2.152316582751493e-05, "lower": -1.8050402904635314, "upper": -1.114135341539817 }, { "event_time": -27, "estimate": -1.3473118301554072, "se": 1.7577078814928404e-07, "pvalue": 1.6987334550656445e-46, "lower": -1.3473122457872757, "upper": -1.3473114145235388 }, { "event_time": -26, "estimate": -1.347311830155397, "se": 1.8833873166485644e-07, "pvalue": 2.7547096421873788e-46, "lower": -1.3473122755057294, "upper": -1.3473113848050646 }, { "event_time": -25, "estimate": -1.3473118301554066, "se": 1.299416744305498e-07, "pvalue": 2.049923012258072e-47, "lower": -1.3473121374186412, "upper": -1.347311522892172 }, { "event_time": -24, "estimate": -1.3473118301554072, "se": 2.1038807522537432e-07, "pvalue": 5.9792427026781885e-46, "lower": -1.347312327644152, "upper": -1.3473113326666624 }, { "event_time": -23, "estimate": -1.3473118301554075, "se": 1.9477559899347554e-07, "pvalue": 3.4853001063885466e-46, "lower": -1.3473122907265125, "upper": -1.3473113695843024 }, { "event_time": -22, "estimate": -1.3473118301554072, "se": 0.0, "pvalue": null, "lower": -1.3473118301554072, "upper": -1.3473118301554072 }, { "event_time": -21, "estimate": -0.8982078867703044, "se": 2.50081150971178e-07, "pvalue": 3.425341442140059e-44, "lower": -0.8982084781182589, "upper": -0.8982072954223499 }, { "event_time": -20, "estimate": -1.4595878160016829, "se": 0.146091910471378, "pvalue": 2.1523165827631124e-05, "lower": -1.805040290463825, "upper": -1.1141353415395407 }, { "event_time": -19, "estimate": -0.8982078867703047, "se": 2.6127432793668014e-07, "pvalue": 4.653870858433929e-44, "lower": -0.8982085045859168, "upper": -0.8982072689546926 }, { "event_time": -18, "estimate": -1.4595878160016804, "se": 0.14609191047141362, "pvalue": 2.1523165827665927e-05, "lower": -1.805040290463907, "upper": -1.114135341539454 }, { "event_time": -17, "estimate": -1.347311830155406, "se": 1.960938543270909e-07, "pvalue": 3.653812182734531e-46, "lower": -1.3473122938436894, "upper": -1.3473113664671224 }, { "event_time": -16, "estimate": -0.8982078867703038, "se": 1.7532421126574704e-07, "pvalue": 2.8512179029207185e-45, "lower": -0.8982083013461857, "upper": -0.898207472194422 }, { "event_time": -15, "estimate": -1.3473118301554061, "se": 2.625756283098233e-07, "pvalue": 2.8201956142011283e-45, "lower": -1.3473124510481047, "upper": -1.3473112092627075 }, { "event_time": -14, "estimate": -1.3473118301554043, "se": 1.6900150031011142e-07, "pvalue": 1.2904234893279153e-46, "lower": -1.3473122297804505, "upper": -1.3473114305303582 }, { "event_time": -13, "estimate": -0.4491039433852009, "se": 0.47713418160383086, "pvalue": 0.3779143818559163, "lower": -1.577347000469495, "upper": 0.6791391136990932 }, { "event_time": -12, "estimate": -0.4491039433851998, "se": 2.1075351904539944e-07, "pvalue": 1.3236433042545554e-42, "lower": -0.44910444173808206, "upper": -0.4491034450323176 }, { "event_time": -11, "estimate": -0.8982078867703023, "se": 1.8135868615335063e-07, "pvalue": 3.613313793689229e-45, "lower": -0.8982083156154498, "upper": -0.8982074579251548 }, { "event_time": -10, "estimate": 0.4491039433850052, "se": 1.9865088817218762e-07, "pvalue": 8.749448924441266e-43, "lower": 0.4491034736502974, "upper": 0.449104413119713 }, { "event_time": -9, "estimate": -0.22455197169264812, "se": 0.2921838209424311, "pvalue": 0.46730378216835805, "lower": -0.9154569206161642, "upper": 0.46635297723086805 }, { "event_time": -8, "estimate": -0.898207886770302, "se": 0.5843676418848898, "pvalue": 0.1681622835266629, "lower": -2.2800177846173995, "upper": 0.48360201107679535 }, { "event_time": -7, "estimate": -1.3473118301554015, "se": 1.1515398602722675e-07, "pvalue": 8.799361666354767e-48, "lower": -1.3473121024513095, "upper": -1.3473115578594934 }, { "event_time": -6, "estimate": -0.22455197169264865, "se": 0.559489421236218, "pvalue": 0.7001312014087951, "lower": -1.5475342256574207, "upper": 1.0984302822721232 }, { "event_time": -5, "estimate": 0.44910394338500526, "se": 0.9542683632075973, "pvalue": 0.6522195190639558, "lower": -1.8073821707834306, "upper": 2.705590057553441 }, { "event_time": -4, "estimate": -1.1227598584628513, "se": 0.29218382094245043, "pvalue": 0.006352679178304826, "lower": -1.8136648073864132, "upper": -0.4318549095392894 }, { "event_time": -3, "estimate": -1.571863801847975, "se": 0.2921838209424789, "pvalue": 0.0010306937733912567, "lower": -2.2627687507716043, "upper": -0.8809588529243457 }, { "event_time": -2, "estimate": 0.8982078867701071, "se": 8.768138032317701e-08, "pvalue": 2.2309446687260935e-47, "lower": 0.8982076794365887, "upper": 0.8982080941036255 }, { "event_time": 0, "estimate": -0.3368279575389236, "se": 0.4382757314136664, "pvalue": 0.46730378216843904, "lower": -1.3731853809242445, "upper": 0.6995294658463972 }, { "event_time": 1, "estimate": -7.19979631469414e-14, "se": 0.4771341816038232, "pvalue": 0.9999999999998838, "lower": -1.1282430570843478, "upper": 1.128243057084204 }, { "event_time": 2, "estimate": -1.2350358443091287, "se": 0.6478754849512984, "pvalue": 0.09829312962497087, "lower": -2.7670179280374048, "upper": 0.29694623941914733 }, { "event_time": 3, "estimate": -9.793461342356815e-14, "se": 0.9542683632075896, "pvalue": 0.999999999999921, "lower": -2.2564861141685157, "upper": 2.2564861141683195 }, { "event_time": 4, "estimate": -0.22455197169264782, "se": 0.5594894212362294, "pvalue": 0.7001312014088019, "lower": -1.5475342256574465, "upper": 1.0984302822721508 }, { "event_time": 5, "estimate": -1.0104838726165768, "se": 0.4989988713012029, "pvalue": 0.08251660816002472, "lower": -2.1904287052128275, "upper": 0.16946095997967414 }, { "event_time": 6, "estimate": -0.6736559150777499, "se": 0.29218382094245343, "pvalue": 0.05454005690326894, "lower": -1.364560864001319, "upper": 0.017249033845818995 }, { "event_time": 7, "estimate": 0.33682795753872863, "se": 0.5530950464192841, "pvalue": 0.5617677428238445, "lower": -0.971034002660147, "upper": 1.6446899177376042 }, { "event_time": 8, "estimate": -0.449103943385199, "se": 0.0, "pvalue": null, "lower": -0.449103943385199, "upper": -0.449103943385199 }, { "event_time": 9, "estimate": -0.6736559150777501, "se": 0.5594894212362195, "pvalue": 0.26769803185726354, "lower": -1.9966381690425254, "upper": 0.6493263388870252 }, { "event_time": 10, "estimate": -0.5613799292314747, "se": 0.1460919104712325, "pvalue": 0.006352679178303638, "lower": -0.9068324036932729, "upper": -0.21592745476967662 }, { "event_time": 11, "estimate": -0.5613799292314747, "se": 0.9653864279779445, "pvalue": 0.5791339104267481, "lower": -2.8441560889866526, "upper": 1.7213962305237034 }, { "event_time": 12, "estimate": 1.6467144590787506, "se": 1.9184512696316782, "pvalue": 0.41911365829233765, "lower": -2.8897019385912834, "upper": 6.183130856748784 }, { "event_time": 13, "estimate": 1.047909201231949, "se": 1.2871819039706007, "pvalue": 0.4423909088538233, "lower": -1.9957923451083075, "upper": 4.091610747572206 }, { "event_time": 14, "estimate": -1.2080036290513703e-13, "se": 0.0, "pvalue": null, "lower": -1.2080036290513703e-13, "upper": -1.2080036290513703e-13 }, { "event_time": 15, "estimate": 1.7964157735402928, "se": 1.9085367264151516, "pvalue": 0.37791438185600373, "lower": -2.7165564547964767, "upper": 6.309388001877062 }, { "event_time": 16, "estimate": 1.79641577354029, "se": 1.9085367264151794, "pvalue": 0.377914381856011, "lower": -2.716556454796545, "upper": 6.309388001877125 }, { "event_time": 17, "estimate": 0.8982078867700853, "se": 0.9542683632075922, "pvalue": 0.37791438185604204, "lower": -1.3582782273983385, "upper": 3.154694000938509 }, { "event_time": 18, "estimate": 0.8982078867700846, "se": 0.9542683632075741, "pvalue": 0.37791438185603393, "lower": -1.358278227398296, "upper": 3.1546940009384654 }, { "event_time": 19, "estimate": -0.898207886770322, "se": 1.1687352837697624, "pvalue": 0.46730378216850077, "lower": -3.6618276824644767, "upper": 1.8654119089238324 }, { "event_time": 20, "estimate": 1.796415773540293, "se": 1.9085367264151996, "pvalue": 0.377914381856015, "lower": -2.7165564547965904, "upper": 6.309388001877176 }, { "event_time": 21, "estimate": 1.7964157735402906, "se": 1.5045495334355746e-07, "pvalue": 7.634359649824051e-48, "lower": 1.7964154177708591, "upper": 1.796416129309722 }, { "event_time": 22, "estimate": 0.8982078867700842, "se": 0.9542683632075784, "pvalue": 0.3779143818560361, "lower": -1.3582782273983067, "upper": 3.154694000938475 }, { "event_time": 23, "estimate": -1.1753535646343223e-13, "se": 0.0, "pvalue": null, "lower": -1.1753535646343223e-13, "upper": -1.1753535646343223e-13 }, { "event_time": 24, "estimate": 0.8982078867700094, "se": 0.9542683632075264, "pvalue": 0.377914381856049, "lower": -1.3582782273982585, "upper": 3.154694000938277 }, { "event_time": 25, "estimate": 0.8982078867700863, "se": 0.9542683632075574, "pvalue": 0.37791438185602527, "lower": -1.3582782273982548, "upper": 3.1546940009384277 }, { "event_time": 26, "estimate": 0.8982078867701908, "se": 0.9542683632076171, "pvalue": 0.37791438185600107, "lower": -1.3582782273982916, "upper": 3.1546940009386732 }, { "event_time": 27, "estimate": -0.44910394338522336, "se": 1.995995485204728, "pvalue": 0.8284046388174536, "lower": -5.168883273770029, "upper": 4.270675386999582 }, { "event_time": 28, "estimate": 0.8982078867700847, "se": 0.954268363207563, "pvalue": 0.3779143818560286, "lower": -1.3582782273982699, "upper": 3.154694000938439 }, { "event_time": 29, "estimate": 0.8982078867700843, "se": 0.9542683632075816, "pvalue": 0.3779143818560377, "lower": -1.3582782273983143, "upper": 3.1546940009384827 }, { "event_time": 30, "estimate": 1.7964157735402893, "se": 1.9085367264151836, "pvalue": 0.37791438185601217, "lower": -2.7165564547965557, "upper": 6.309388001877134 }, { "event_time": 31, "estimate": -1.1803841075859211e-13, "se": 1.5088307633884128, "pvalue": 0.9999999999999397, "lower": -3.5678178146576127, "upper": 3.5678178146573765 }, { "event_time": 32, "estimate": 2.245519716925393, "se": 1.1189788424724594, "pvalue": 0.08477017600577415, "lower": -0.40044479100420594, "upper": 4.891484224854992 }, { "event_time": 33, "estimate": 0.8982078867700846, "se": 0.9542683632076003, "pvalue": 0.37791438185604626, "lower": -1.3582782273983582, "upper": 3.1546940009385276 }, { "event_time": 34, "estimate": -1.1880660457663542e-13, "se": 1.5088307633884266, "pvalue": 0.9999999999999394, "lower": -3.567817814657646, "upper": 3.567817814657408 }, { "event_time": 35, "estimate": 0.8982078867700839, "se": 0.9542683632076117, "pvalue": 0.37791438185605186, "lower": -1.3582782273983858, "upper": 3.1546940009385533 }, { "event_time": 36, "estimate": 1.796415773540288, "se": 1.9085367264151833, "pvalue": 0.3779143818560124, "lower": -2.716556454796557, "upper": 6.309388001877133 }, { "event_time": 37, "estimate": 0.44910394338498166, "se": 1.1189788424724643, "pvalue": 0.7001312014090005, "lower": -2.196860564544629, "upper": 3.0950684513145923 }, { "event_time": 38, "estimate": 2.2455197169253904, "se": 1.1189788424724727, "pvalue": 0.08477017600577735, "lower": -0.40044479100424013, "upper": 4.891484224855021 } ] }, "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, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0, 34.0, 35.0, 36.0, 37.0, 38.0 ], "weights": [ 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.028846153846153848, 0.028846153846153848, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232 ], "weighting": "observations" }, "checks": { "did2s_vs_direct_imputation_max_post_difference": 4.440892098500626e-16, "package_aggregate_vs_estimable_cell_weights": 2.220446049250313e-16, "saturated_vs_deviations_relative_rss_difference": 6.414796504985484e-16 }, "inference": { "standard_errors": "Cluster-robust; did2s uses two-stage covariance", "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom" }, "f_test": { "F": 2.433825926301335, "df_num": 24, "df_den": 276, "pvalue": 0.0003085680686237034, "log10_pvalue": -3.5106490177998566, "inference": "Homoskedastic nested-model F", "observations": 560, "design_columns": 207, "restricted_design_columns": 183, "fixed_effect_rank": 77, "covariance_rank": 24, "rss_unrestricted": 177.22594572292417, "rss_restricted": 214.733519767596, "test_horizon": null, "reference_cohort": 32, "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.-58.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-57.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-56.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-55.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-54.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-53.0]" ], "data": [ [ -0.12321428571428572, 0.0017857142857142878, -0.12142857142857144, 0.003571428571428575, 0.003571428571428574, 0.003571428571428574 ], [ 0.0017857142857142878, -0.12321428571428572, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574, 0.003571428571428574 ], [ 0.0017857142857142878, 0.0017857142857142878, -0.12142857142857144, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574 ], [ 0.0017857142857142878, 0.0017857142857142878, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574, -0.12142857142857144 ], [ 0.0017857142857142878, 0.0017857142857142878, 0.003571428571428575, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574 ] ] }, "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_57,ref=-1.0)+i(rel_time,cohort_dummy_59,ref=-1.0)|unit+time_fe", "restriction_names": [ "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_59" ], "deviations": [ { "event_time": -56.0, "cohort": 57, "estimate": 5.38924732062126 }, { "event_time": -55.0, "cohort": 57, "estimate": 5.389247320621225 }, { "event_time": -54.0, "cohort": 57, "estimate": 5.3892473206212275 }, { "event_time": -53.0, "cohort": 57, "estimate": 5.389247320621233 }, { "event_time": -52.0, "cohort": 57, "estimate": 5.389247320621212 }, { "event_time": -51.0, "cohort": 57, "estimate": 5.389247320621257 }, { "event_time": -50.0, "cohort": 57, "estimate": 5.389247320621228 }, { "event_time": -49.0, "cohort": 57, "estimate": 5.38924732062123 }, { "event_time": -48.0, "cohort": 57, "estimate": 5.389247320621214 }, { "event_time": -47.0, "cohort": 57, "estimate": 5.389247320621239 }, { "event_time": -46.0, "cohort": 57, "estimate": 5.389247320621251 }, { "event_time": -45.0, "cohort": 57, "estimate": 5.38924732062124 }, { "event_time": -44.0, "cohort": 57, "estimate": 5.389247320621221 }, { "event_time": -43.0, "cohort": 57, "estimate": 5.389247320621232 }, { "event_time": -42.0, "cohort": 57, "estimate": 5.389247320621237 }, { "event_time": -41.0, "cohort": 57, "estimate": 5.389247320621239 }, { "event_time": -40.0, "cohort": 57, "estimate": 5.389247320621242 }, { "event_time": -39.0, "cohort": 57, "estimate": 5.389247320621239 }, { "event_time": -38.0, "cohort": 57, "estimate": 3.5928315470808396 }, { "event_time": -37.0, "cohort": 57, "estimate": 5.3892473206212586 }, { "event_time": -36.0, "cohort": 57, "estimate": 4.041935490465928 }, { "event_time": -35.0, "cohort": 57, "estimate": 4.041935490465918 }, { "event_time": -34.0, "cohort": 57, "estimate": 1.3473118301553346 }, { "event_time": -33.0, "cohort": 57, "estimate": 4.940143377236149 }, { "event_time": -32.0, "cohort": 57, "estimate": 5.389247320621245 }, { "event_time": -31.0, "cohort": 57, "estimate": 1.7964157735403985 }, { "event_time": -30.0, "cohort": 57, "estimate": 3.816391647148976e-15 }, { "event_time": -29.0, "cohort": 57, "estimate": -0.4491039433850752 }, { "event_time": -28.0, "cohort": 57, "estimate": -0.4491039433850944 }, { "event_time": -27.0, "cohort": 57, "estimate": 6.300515664747763e-15 }, { "event_time": -26.0, "cohort": 57, "estimate": -1.3988810110276972e-14 }, { "event_time": -25.0, "cohort": 57, "estimate": -2.220446049250313e-15 }, { "event_time": -24.0, "cohort": 57, "estimate": 3.175237850427948e-14 }, { "event_time": -23.0, "cohort": 57, "estimate": 1.5654144647214707e-14 }, { "event_time": -22.0, "cohort": 57, "estimate": 1.6653345369377348e-15 }, { "event_time": -21.0, "cohort": 57, "estimate": 1.796415773540391 }, { "event_time": -20.0, "cohort": 57, "estimate": 1.2656542480726785e-14 }, { "event_time": -19.0, "cohort": 57, "estimate": 1.7964157735404118 }, { "event_time": -18.0, "cohort": 57, "estimate": -0.4491039433850857 }, { "event_time": -17.0, "cohort": 57, "estimate": 2.9629076969683865e-15 }, { "event_time": -16.0, "cohort": 57, "estimate": 1.7964157735404058 }, { "event_time": -15.0, "cohort": 57, "estimate": 2.4980018054066022e-15 }, { "event_time": -14.0, "cohort": 57, "estimate": 1.124100812432971e-14 }, { "event_time": -13.0, "cohort": 57, "estimate": -0.8982078867702011 }, { "event_time": -12.0, "cohort": 57, "estimate": 2.942091015256665e-15 }, { "event_time": -11.0, "cohort": 57, "estimate": 6.106226635438361e-15 }, { "event_time": -10.0, "cohort": 57, "estimate": 3.5928315470808334 }, { "event_time": -9.0, "cohort": 57, "estimate": 2.2455197169255006 }, { "event_time": -8.0, "cohort": 57, "estimate": -0.44910394338509596 }, { "event_time": -7.0, "cohort": 57, "estimate": 5.10702591327572e-15 }, { "event_time": -6.0, "cohort": 57, "estimate": 1.942890293094024e-14 }, { "event_time": -5.0, "cohort": 57, "estimate": 1.7964157735404154 }, { "event_time": -4.0, "cohort": 57, "estimate": 2.245519716925516 }, { "event_time": -3.0, "cohort": 57, "estimate": 0.4491039433851089 }, { "event_time": -2.0, "cohort": 57, "estimate": 1.7964157735404118 }, { "event_time": 0.0, "cohort": 57, "estimate": -1.796415773540403 }, { "event_time": 1.0, "cohort": 57, "estimate": 0.8982078867702148 }, { "event_time": 2.0, "cohort": 57, "estimate": -2.2455197169254975 }, { "event_time": 3.0, "cohort": 57, "estimate": -1.7964157735404043 }, { "event_time": 4.0, "cohort": 57, "estimate": -0.8982078867702005 }, { "event_time": 5.0, "cohort": 57, "estimate": -0.8982078867702074 }, { "event_time": 6.0, "cohort": 57, "estimate": 0.8982078867702084 }, { "event_time": 7.0, "cohort": 57, "estimate": 5.10702591327572e-15 }, { "event_time": 8.0, "cohort": 57, "estimate": 6.2727600891321345e-15 }, { "event_time": 9.0, "cohort": 57, "estimate": 6.994405055138486e-15 }, { "event_time": 10.0, "cohort": 57, "estimate": 5.35682609381638e-15 }, { "event_time": 11.0, "cohort": 57, "estimate": -1.7964157735404058 }, { "event_time": 12.0, "cohort": 57, "estimate": -3.143727603695711 }, { "event_time": 13.0, "cohort": 57, "estimate": -2.2455197169255143 }, { "event_time": -31.0, "cohort": 59, "estimate": -5.838351264006335 }, { "event_time": -30.0, "cohort": 59, "estimate": -5.838351264006329 }, { "event_time": -29.0, "cohort": 59, "estimate": -5.389247320621216 }, { "event_time": -28.0, "cohort": 59, "estimate": -5.389247320621232 }, { "event_time": -27.0, "cohort": 59, "estimate": -5.389247320621236 }, { "event_time": -26.0, "cohort": 59, "estimate": -5.389247320621249 }, { "event_time": -25.0, "cohort": 59, "estimate": -5.389247320621231 }, { "event_time": -24.0, "cohort": 59, "estimate": -5.389247320621209 }, { "event_time": -23.0, "cohort": 59, "estimate": -5.389247320621242 }, { "event_time": -22.0, "cohort": 59, "estimate": -5.389247320621243 }, { "event_time": -21.0, "cohort": 59, "estimate": -5.389247320621258 }, { "event_time": -20.0, "cohort": 59, "estimate": -5.838351264006336 }, { "event_time": -19.0, "cohort": 59, "estimate": -5.38924732062124 }, { "event_time": -18.0, "cohort": 59, "estimate": -5.389247320621246 }, { "event_time": -17.0, "cohort": 59, "estimate": -5.389247320621236 }, { "event_time": -16.0, "cohort": 59, "estimate": -5.389247320621229 }, { "event_time": -15.0, "cohort": 59, "estimate": -5.389247320621242 }, { "event_time": -14.0, "cohort": 59, "estimate": -5.3892473206212275 }, { "event_time": -13.0, "cohort": 59, "estimate": -4.4910394338510375 }, { "event_time": -12.0, "cohort": 59, "estimate": -1.7964157735404287 }, { "event_time": -11.0, "cohort": 59, "estimate": -3.5928315470808263 }, { "event_time": -10.0, "cohort": 59, "estimate": -1.796415773540418 }, { "event_time": -9.0, "cohort": 59, "estimate": -1.3473118301553324 }, { "event_time": -8.0, "cohort": 59, "estimate": -4.940143377236125 }, { "event_time": -7.0, "cohort": 59, "estimate": -5.389247320621232 }, { "event_time": -6.0, "cohort": 59, "estimate": -4.491039433851013 }, { "event_time": -5.0, "cohort": 59, "estimate": -7.18566309416163 }, { "event_time": -4.0, "cohort": 59, "estimate": -4.940143377236111 }, { "event_time": -3.0, "cohort": 59, "estimate": -4.9401433772361365 }, { "event_time": -2.0, "cohort": 59, "estimate": 1.7964157735403852 }, { "event_time": 0.0, "cohort": 59, "estimate": -6.736559150776539 }, { "event_time": 1.0, "cohort": 59, "estimate": -4.49103943385105 }, { "event_time": 2.0, "cohort": 59, "estimate": -6.287455207391424 }, { "event_time": 3.0, "cohort": 59, "estimate": -5.389247320621237 }, { "event_time": 4.0, "cohort": 59, "estimate": -3.5928315470808254 }, { "event_time": 5.0, "cohort": 59, "estimate": -6.736559150776529 }, { "event_time": 6.0, "cohort": 59, "estimate": -3.59283154708083 }, { "event_time": 7.0, "cohort": 59, "estimate": -4.041935490465939 }, { "event_time": 8.0, "cohort": 59, "estimate": -1.7964157735404251 }, { "event_time": 9.0, "cohort": 59, "estimate": -6.287455207391445 }, { "event_time": 10.0, "cohort": 59, "estimate": -2.245519716925524 }, { "event_time": 11.0, "cohort": 59, "estimate": -7.634767037546746 } ] } } }, "code_sha256": { "replication_engine.py": "a84197989fc6e453d28f8a12b14fdabaee204780a523db7d585b9004c6231de4", "reference_f_test.py": "26f3d65e1ff59d46f05bb28011b2ed34b9ee150f04c47c144dd6836a4d75d6f0", "sparse_did2s.py": "a348042269b0077dd2916898779f992f0b5fc2971edfee8b0118d3af715eaafb" } } }, { "study_id": 8, "specification_id": "S08-P003", "source_specification_id": "C95FF064-T6-C4-METROPOLITAN-OLS", "role": "active_comparison", "published_source_location": "Main Table 6 OLS", "outcome_label": "", "outcome_variable": "", "treatment_label": "", "unit_fixed_effects": "", "time_fixed_effects": "", "allowed_adjustments": "", "published_weights": "", "published_clustering": "", "panel_structure": "aggregate_state_year_panel", "design": "panel", "descriptive_metadata_status": "recorded_source_fields", "title": "Copyrights and Creativity", "status": "ready", "reason": "", "config": "analyses/full-archive/configs/S08-P003.json", "input_bytes": 32509, "specification_type": "twfe_scalar", "run_status": "completed", "result": { "schema": "did-replication-v2", "config": { "outcomes": [ "y" ], "treatments": [ "d" ], "unit": "unit", "time": "time", "cluster": "cluster", "covariates": [], "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": "", "d": "" }, "allow_repeated_cells": true, "time_fe": null, "latest_cohort_control": true, "slug": "s08-p003", "study_id": 8, "study": "Copyrights and Creativity", "citation": "Giorcelli and Moser (2020), JPE. https://doi.org/10.1086/710534", "description": "C95FF064-T6-C4-METROPOLITAN-OLS", "source_specification_id": "C95FF064-T6-C4-METROPOLITAN-OLS", "specification_id": "S08-P003", "data": "repl-archives/twfe-microdata-replication-private/outputs/estimation_2026_10_06/group_a/C95FF064-T6-C4-METROPOLITAN-OLS.csv", "output_dir": "analyses/full-archive/results/S08-P003" }, "source": { "file": "C95FF064-T6-C4-METROPOLITAN-OLS.csv", "bytes": 32509, "sha256": "fe8f20c5872880b27f9e3a83c22ac6571a3ec896183562953e45dbd6ffe8a1f9" }, "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": 1048, "source_sd": 0.5193423305718252, "rows": 560, "units": 8, "clusters": 8, "treated_units": 4, "never_treated_units": 4, "treated_cohorts": 3, "latest_cohort_control_index": 71, "unique_unit_period_cells": 560, "unsupported_prediction_rows_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": 0.8216151125584968, "se": 0.3455172229056872, "pvalue": 0.0490312450835282, "lower": 0.004596707932719157, "upper": 1.6386335171842745 }, { "method": "Dynamic TWFE", "estimate": -0.1152998116496301, "se": 0.9746471786612634, "pvalue": 0.9091538561215813, "lower": -2.4199741670585384, "upper": 2.1893745437592784 }, { "method": "BJS / did2s", "estimate": 0.8215661111576825, "se": 0.3273665021003948, "pvalue": 0.04041926949131537, "lower": 0.047467341131988916, "upper": 1.5956648811833762 }, { "method": "Sun\u2013Abraham", "estimate": 0.6109798366681785, "se": 0.27041918657922215, "pvalue": 0.05838470064283796, "lower": -0.028459930013044143, "upper": 1.250419603349401 } ], "event_studies": { "Dynamic TWFE": [ { "event_time": -58, "estimate": -2.5476022225360917, "se": 1.4085004903395644, "pvalue": 0.11342495670682189, "lower": -5.878176640373353, "upper": 0.7829721953011699 }, { "event_time": -57, "estimate": -2.7915216090509145, "se": 1.36388368643776, "pvalue": 0.07991343790049003, "lower": -6.01659405035341, "upper": 0.43355083225158086 }, { "event_time": -56, "estimate": -1.981464214587443, "se": 1.8086925745517828, "pvalue": 0.3095423972140406, "lower": -6.258342540048377, "upper": 2.295414110873492 }, { "event_time": -55, "estimate": -2.1530267192966046, "se": 1.72921889440749, "pvalue": 0.25316273014910756, "lower": -6.241979653325018, "upper": 1.9359262147318081 }, { "event_time": -54, "estimate": -2.0011534986495856, "se": 1.7696031144267892, "pvalue": 0.29537010746264397, "lower": -6.185599938717292, "upper": 2.1832929414181206 }, { "event_time": -53, "estimate": -2.062093945492845, "se": 1.744349403516143, "pvalue": 0.27573919660596813, "lower": -6.1868248482985235, "upper": 2.062636957312834 }, { "event_time": -52, "estimate": -2.0458431740881653, "se": 1.7710890797092282, "pvalue": 0.28593941437070414, "lower": -6.233803363699751, "upper": 2.142117015523421 }, { "event_time": -51, "estimate": -1.996685464192395, "se": 1.7349186266616383, "pvalue": 0.2875723043174874, "lower": -6.099116123336552, "upper": 2.105745194951762 }, { "event_time": -50, "estimate": -2.0921808431375104, "se": 1.7874612733861022, "pvalue": 0.28011020436037004, "lower": -6.318855118969207, "upper": 2.134493432694186 }, { "event_time": -49, "estimate": -1.1669677060018682, "se": 1.1632640914273482, "pvalue": 0.34918193660566665, "lower": -3.917650187598021, "upper": 1.5837147755942849 }, { "event_time": -48, "estimate": -2.0468443716140716, "se": 1.7965111646499266, "pvalue": 0.2920422732385526, "lower": -6.2949182398024845, "upper": 2.2012294965743417 }, { "event_time": -47, "estimate": -2.2430573548847454, "se": 1.7882591331274624, "pvalue": 0.2499842992930415, "lower": -6.471618269210232, "upper": 1.9855035594407409 }, { "event_time": -46, "estimate": -1.9506067374135512, "se": 1.8609400871859025, "pvalue": 0.3293906861356633, "lower": -6.351030798334526, "upper": 2.449817323507424 }, { "event_time": -45, "estimate": -2.1619563981587366, "se": 1.8194304347966397, "pvalue": 0.27347788113162824, "lower": -6.464225728364875, "upper": 2.1403129320474013 }, { "event_time": -44, "estimate": -1.9799827509115426, "se": 1.8716120455209462, "pvalue": 0.32523503273364884, "lower": -6.405641983323549, "upper": 2.445676481500464 }, { "event_time": -43, "estimate": -2.0726453313030535, "se": 1.8173644680791536, "pvalue": 0.29160447303414877, "lower": -6.37002942650604, "upper": 2.2247387638999334 }, { "event_time": -42, "estimate": -2.057980798910701, "se": 1.7878514467812205, "pvalue": 0.28749136277476817, "lower": -6.28557768821482, "upper": 2.1696160903934185 }, { "event_time": -41, "estimate": -2.047074446347356, "se": 1.8835686458905063, "pvalue": 0.3131229254978354, "lower": -6.501006545959828, "upper": 2.4068576532651162 }, { "event_time": -40, "estimate": -2.012989388952108, "se": 1.6337794092782483, "pvalue": 0.2576867550722169, "lower": -5.876263801884386, "upper": 1.8502850239801707 }, { "event_time": -39, "estimate": -1.9393460531615179, "se": 1.5108146466543215, "pvalue": 0.24012278079029403, "lower": -5.511855006301909, "upper": 1.6331628999788737 }, { "event_time": -38, "estimate": -0.9844660883541727, "se": 0.8200173620905375, "pvalue": 0.26897416976250943, "lower": -2.923499029480599, "upper": 0.9545668527722535 }, { "event_time": -37, "estimate": -1.6665698581069708, "se": 1.4894873998403124, "pvalue": 0.30010801019788724, "lower": -5.1886478862112515, "upper": 1.85550816999731 }, { "event_time": -36, "estimate": -0.94264647303288, "se": 0.862727711731823, "pvalue": 0.3107250140437855, "lower": -2.982673342715097, "upper": 1.0973803966493372 }, { "event_time": -35, "estimate": -1.122958737361345, "se": 1.2973527358396022, "pvalue": 0.4153997655301978, "lower": -4.190710479397915, "upper": 1.9447930046752253 }, { "event_time": -34, "estimate": -0.23823354853263704, "se": 0.6442412409898349, "pvalue": 0.72247337881177, "lower": -1.7616220108534317, "upper": 1.2851549137881577 }, { "event_time": -33, "estimate": -2.273047958681585, "se": 1.2607309812680383, "pvalue": 0.11438773374401884, "lower": -5.254203011722356, "upper": 0.7081070943591863 }, { "event_time": -32, "estimate": -2.2759953410684766, "se": 1.7245399144324545, "pvalue": 0.2284342650657715, "lower": -6.353884245575203, "upper": 1.8018935634382496 }, { "event_time": -31, "estimate": -0.9280501609451501, "se": 1.5455999510204865, "pvalue": 0.567132196334614, "lower": -4.582813288388811, "upper": 2.7267129664985115 }, { "event_time": -30, "estimate": -1.6959867613924482, "se": 1.4597996821484833, "pvalue": 0.28339641910698454, "lower": -5.147864492268189, "upper": 1.7558909694832932 }, { "event_time": -29, "estimate": -1.207429776796161, "se": 1.1755192838990374, "pvalue": 0.3385302833571976, "lower": -3.9870911837188077, "upper": 1.5722316301264856 }, { "event_time": -28, "estimate": -1.4880007926339331, "se": 1.2779537571095798, "pvalue": 0.28242115693666436, "lower": -4.50988123910936, "upper": 1.5338796538414936 }, { "event_time": -27, "estimate": -1.3265993156351914, "se": 1.3325031461011794, "pvalue": 0.3526208593918832, "lower": -4.477468570229723, "upper": 1.82426993895934 }, { "event_time": -26, "estimate": -1.4114090302935336, "se": 1.3217345255605526, "pvalue": 0.3210265505891851, "lower": -4.536814543601499, "upper": 1.7139964830144316 }, { "event_time": -25, "estimate": -1.487244028310468, "se": 1.2103925095010846, "pvalue": 0.25887503851587607, "lower": -4.349367510222982, "upper": 1.3748794536020459 }, { "event_time": -24, "estimate": -1.4904666895279253, "se": 1.4704057544009126, "pvalue": 0.3445007958232828, "lower": -4.967423796065906, "upper": 1.9864904170100555 }, { "event_time": -23, "estimate": -1.6512863970230323, "se": 1.4961376500246326, "pvalue": 0.306213861205366, "lower": -5.189089767992316, "upper": 1.8865169739462513 }, { "event_time": -22, "estimate": -1.8373368830246941, "se": 1.5408311226732396, "pvalue": 0.2719409954036324, "lower": -5.480823523306772, "upper": 1.8061497572573841 }, { "event_time": -21, "estimate": -1.1948387102219837, "se": 1.6922996644430521, "pvalue": 0.5029750009434002, "lower": -5.196491537726356, "upper": 2.806814117282388 }, { "event_time": -20, "estimate": -1.7764547390451049, "se": 1.5448726239298458, "pvalue": 0.2879488764229473, "lower": -5.429498011211397, "upper": 1.8765885331211871 }, { "event_time": -19, "estimate": -0.9856031866321276, "se": 1.602193903197734, "pvalue": 0.557910582290547, "lower": -4.774189745887591, "upper": 2.802983372623335 }, { "event_time": -18, "estimate": -1.7389970011941998, "se": 1.5506351197830417, "pvalue": 0.29907846328308957, "lower": -5.4056664108046615, "upper": 1.927672408416262 }, { "event_time": -17, "estimate": -1.4095905978086012, "se": 1.2810508773007432, "pvalue": 0.30757822374299243, "lower": -4.438794569798151, "upper": 1.619613374180948 }, { "event_time": -16, "estimate": -1.2046131918961727, "se": 1.826637766099014, "pvalue": 0.5306835764327846, "lower": -5.523925152489169, "upper": 3.1146987686968233 }, { "event_time": -15, "estimate": -1.539397220856535, "se": 1.441874326650632, "pvalue": 0.32111492728108926, "lower": -4.948888221403635, "upper": 1.8700937796905652 }, { "event_time": -14, "estimate": -1.6585205365250812, "se": 1.345350546400548, "pvalue": 0.25745034542174217, "lower": -4.83976906543742, "upper": 1.5227279923872576 }, { "event_time": -13, "estimate": -0.6071572481326837, "se": 1.0632010366242803, "pvalue": 0.5858137900135336, "lower": -3.1212282036530445, "upper": 1.9069137073876772 }, { "event_time": -12, "estimate": -0.5996879796004413, "se": 0.46680508753460614, "pvalue": 0.23978514006771012, "lower": -1.7035066103516634, "upper": 0.5041306511507808 }, { "event_time": -11, "estimate": -1.1224323731670038, "se": 0.9505638661496014, "pvalue": 0.27624130990700757, "lower": -3.3701587437521483, "upper": 1.1252939974181406 }, { "event_time": -10, "estimate": -0.07475692810897519, "se": 0.8086526358961427, "pvalue": 0.9289336082298819, "lower": -1.9869165620634237, "upper": 1.8374027058454732 }, { "event_time": -9, "estimate": -0.21813194716755935, "se": 0.8749028015669387, "pvalue": 0.8102699303228728, "lower": -2.2869483295392117, "upper": 1.8506844352040932 }, { "event_time": -8, "estimate": -1.1695341525739893, "se": 1.2835787799615639, "pvalue": 0.3925110368155058, "lower": -4.204715664500981, "upper": 1.8656473593530023 }, { "event_time": -7, "estimate": -1.9328635569141106, "se": 1.530159507860133, "pvalue": 0.24697041341114626, "lower": -5.55111583800546, "upper": 1.6853887241772392 }, { "event_time": -6, "estimate": 0.5578751260598526, "se": 0.5392191087171011, "pvalue": 0.33527007756548205, "lower": -0.7171754553348507, "upper": 1.8329257074545557 }, { "event_time": -5, "estimate": -0.6833336530292543, "se": 1.8752681663915987, "pvalue": 0.7263236969595918, "lower": -5.117638237518761, "upper": 3.750970931460252 }, { "event_time": -4, "estimate": 0.48460206066303646, "se": 0.37670592308370415, "pvalue": 0.23920614842257945, "lower": -0.40616590077933634, "upper": 1.3753700221054093 }, { "event_time": -3, "estimate": -0.960831131870279, "se": 0.7851565197011423, "pvalue": 0.2606371342799795, "lower": -2.8174312796517875, "upper": 0.8957690159112296 }, { "event_time": -2, "estimate": 1.543113904252454, "se": 0.8532260233725049, "pvalue": 0.11345312873492472, "lower": -0.47444504270424237, "upper": 3.5606728512091506 }, { "event_time": 0, "estimate": 1.1453013920498027, "se": 0.5879410398402789, "pvalue": 0.0924412589755656, "lower": -0.24495824926319987, "upper": 2.5355610333628054 }, { "event_time": 1, "estimate": 0.7768124749537872, "se": 0.5813819632674547, "pvalue": 0.22330033651727843, "lower": -0.5979374148270613, "upper": 2.1515623647346356 }, { "event_time": 2, "estimate": 0.650122044002763, "se": 0.738533438787445, "pvalue": 0.40790748483369277, "lower": -1.0962320359662443, "upper": 2.3964761239717705 }, { "event_time": 3, "estimate": 0.13777561857040826, "se": 1.2730214269501559, "pvalue": 0.9168523186192331, "lower": -2.8724417203931822, "upper": 3.1479929575339987 }, { "event_time": 4, "estimate": -1.1341496907504902, "se": 1.3620997898668918, "pvalue": 0.4325298008342262, "lower": -4.355003886959178, "upper": 2.086704505458197 }, { "event_time": 5, "estimate": -1.551528179654109, "se": 1.9237487065652572, "pvalue": 0.44647827300144544, "lower": -6.1004710251685665, "upper": 2.997414665860349 }, { "event_time": 6, "estimate": -1.2822775608674586, "se": 0.7220091282722568, "pvalue": 0.11899115511982614, "lower": -2.989557855451402, "upper": 0.425002733716485 }, { "event_time": 7, "estimate": 1.116182304019713, "se": 1.7546402611501117, "pvalue": 0.5449202613328019, "lower": -3.0328826103169373, "upper": 5.265247218356363 }, { "event_time": 8, "estimate": -0.4226918551275136, "se": 0.376501859093747, "pvalue": 0.2985985023028748, "lower": -1.312977281910357, "upper": 0.46759357165532967 }, { "event_time": 9, "estimate": -0.5698664815476878, "se": 1.0826971920217852, "pvalue": 0.6149115511378316, "lower": -3.13003851893381, "upper": 1.9903055558384346 }, { "event_time": 10, "estimate": 0.012838448920675642, "se": 0.11234349784514516, "pvalue": 0.9122257657168795, "lower": -0.2528117105927163, "upper": 0.2784886084340676 }, { "event_time": 11, "estimate": -0.5082902799147296, "se": 1.768098938519376, "pvalue": 0.7820703286016316, "lower": -4.689179909153104, "upper": 3.672599349323645 }, { "event_time": 12, "estimate": 0.5569707213116885, "se": 2.2723071597573, "pvalue": 0.8133999745616156, "lower": -4.8161818957183415, "upper": 5.930123338341718 }, { "event_time": 13, "estimate": 0.3014794271448817, "se": 1.4413038323338812, "pvalue": 0.8402714201032305, "lower": -3.1066625687054334, "upper": 3.709621422995197 }, { "event_time": 14, "estimate": -1.1348451236317199, "se": 0.9943642008827992, "pvalue": 0.29128937107137565, "lower": -3.4861428279548656, "upper": 1.216452580691426 }, { "event_time": 15, "estimate": 0.3246871369868636, "se": 2.039164027470489, "pvalue": 0.8779878555162833, "lower": -4.497169575345469, "upper": 5.146543849319196 }, { "event_time": 16, "estimate": 0.5345859369710562, "se": 2.039665025542503, "pvalue": 0.8007935961231158, "lower": -4.288455447552362, "upper": 5.3576273214944745 }, { "event_time": 17, "estimate": -0.4121246293521638, "se": 1.5067288062047597, "pvalue": 0.7923460068057673, "lower": -3.9749721050773825, "upper": 3.150722846373055 }, { "event_time": 18, "estimate": 0.39951407301320413, "se": 1.2633609055142279, "pvalue": 0.7610480747831091, "lower": -2.5878597626799587, "upper": 3.3868879087063672 }, { "event_time": 19, "estimate": -1.911279464099281, "se": 1.2099711663228794, "pvalue": 0.15820726382668207, "lower": -4.772406627714368, "upper": 0.9498476995158056 }, { "event_time": 20, "estimate": 0.6428991574579727, "se": 2.008375485554243, "pvalue": 0.7582288220502599, "lower": -4.106154221988024, "upper": 5.391952536903969 }, { "event_time": 21, "estimate": 0.28992211730386425, "se": 2.10284817088286, "pvalue": 0.8942243678028101, "lower": -4.6825236649832735, "upper": 5.262367899591002 }, { "event_time": 22, "estimate": -0.1578515446332091, "se": 1.2720977726844473, "pvalue": 0.9047339819836092, "lower": -3.165884788320018, "upper": 2.8501816990535995 }, { "event_time": 23, "estimate": -1.4713836321943428, "se": 1.1554983757331787, "pvalue": 0.2435374258288948, "lower": -4.203703114129088, "upper": 1.2609358497404026 }, { "event_time": 24, "estimate": -1.0067187087268192, "se": 0.9871187611701268, "pvalue": 0.34174360913200597, "lower": -3.3408836705919263, "upper": 1.3274462531382878 }, { "event_time": 25, "estimate": -0.7194296727864455, "se": 1.9129376849233686, "pvalue": 0.7179917700640781, "lower": -5.2428085143419985, "upper": 3.803949168769108 }, { "event_time": 26, "estimate": -0.7171114409228072, "se": 1.6681800235611683, "pvalue": 0.6802085888844338, "lower": -4.661730380658168, "upper": 3.227507498812553 }, { "event_time": 27, "estimate": -0.8682616494947282, "se": 1.7219652580456204, "pvalue": 0.6295818517180487, "lower": -4.940062459069628, "upper": 3.203539160080172 }, { "event_time": 28, "estimate": -0.6941488378277388, "se": 1.6695375857589911, "pvalue": 0.690025883943187, "lower": -4.641977902059117, "upper": 3.253680226403639 }, { "event_time": 29, "estimate": 0.035504645058759034, "se": 1.669297694672013, "pvalue": 0.9836244821422969, "lower": -3.9117571668906095, "upper": 3.982766457008127 }, { "event_time": 30, "estimate": 0.5223878968461989, "se": 2.1675652488779376, "pvalue": 0.8164601881568628, "lower": -4.60308945756032, "upper": 5.6478652512527185 }, { "event_time": 31, "estimate": 0.03435674633543856, "se": 2.172167963881354, "pvalue": 0.9878219147134663, "lower": -5.1020042995913295, "upper": 5.170717792262207 }, { "event_time": 32, "estimate": 0.685455677754417, "se": 1.4810034072131089, "pvalue": 0.6575287776726239, "lower": -2.816560895633244, "upper": 4.187472251142077 }, { "event_time": 33, "estimate": 0.7947704564493715, "se": 2.080899211390021, "pvalue": 0.7138390762549204, "lower": -4.125774283923771, "upper": 5.715315196822514 }, { "event_time": 34, "estimate": 0.20722855659538486, "se": 1.2534241866636273, "pvalue": 0.8733576963333357, "lower": -2.756648672722389, "upper": 3.1711057859131584 }, { "event_time": 35, "estimate": -0.27305168360614396, "se": 1.4055730281304586, "pvalue": 0.8514869340901705, "lower": -3.5967037533081325, "upper": 3.050600386095845 }, { "event_time": 36, "estimate": 0.8992392322047978, "se": 1.9680321673332395, "pvalue": 0.6615678368339116, "lower": -3.7544173585860885, "upper": 5.552895822995684 }, { "event_time": 37, "estimate": -1.393449395886482, "se": 1.5714755288435611, "pvalue": 0.40466575655574755, "lower": -5.109398542174562, "upper": 2.3224997504015983 }, { "event_time": 38, "estimate": 1.3653822524086114, "se": 2.074938255603751, "pvalue": 0.5315522798396277, "lower": -3.541067067349645, "upper": 6.271831572166868 } ], "BJS / did2s": [ { "event_time": -58, "estimate": -0.7239463126146896, "se": 0.14060871650592813, "pvalue": 0.0013259729786433386, "lower": -1.0564330936499418, "upper": -0.3914595315794373 }, { "event_time": -57, "estimate": -0.7239461647135242, "se": 0.14060871650593462, "pvalue": 0.0013259745210655804, "lower": -1.0564329457487918, "upper": -0.39145938367825667 }, { "event_time": -56, "estimate": -0.42112866584980063, "se": 0.1936457116575874, "pvalue": 0.06615265783612362, "lower": -0.8790280118522753, "upper": 0.03677068015267404 }, { "event_time": -55, "estimate": -0.421128591899218, "se": 0.19364575513281673, "pvalue": 0.06615274282146927, "lower": -0.8790280407042743, "upper": 0.03677085690583831 }, { "event_time": -54, "estimate": -0.421128591899218, "se": 0.19364575513281673, "pvalue": 0.06615274282146927, "lower": -0.8790280407042743, "upper": 0.03677085690583831 }, { "event_time": -53, "estimate": -0.421128591899218, "se": 0.19364575513281673, "pvalue": 0.06615274282146927, "lower": -0.8790280407042743, "upper": 0.03677085690583831 }, { "event_time": -52, "estimate": -0.421128591899218, "se": 0.19364575513281676, "pvalue": 0.06615274282146931, "lower": -0.8790280407042743, "upper": 0.03677085690583837 }, { "event_time": -51, "estimate": -0.421128591899218, "se": 0.19364575513281676, "pvalue": 0.06615274282146931, "lower": -0.8790280407042743, "upper": 0.03677085690583837 }, { "event_time": -50, "estimate": -0.421128591899218, "se": 0.19364575513281673, "pvalue": 0.06615274282146927, "lower": -0.8790280407042743, "upper": 0.03677085690583831 }, { "event_time": -49, "estimate": 0.42128300107252903, "se": 0.35360707244297424, "pvalue": 0.27232523267577474, "lower": -0.41486485796085426, "upper": 1.2574308601059123 }, { "event_time": -48, "estimate": -0.421128591899218, "se": 0.19364575513281673, "pvalue": 0.06615274282146927, "lower": -0.8790280407042743, "upper": 0.03677085690583831 }, { "event_time": -47, "estimate": -0.5414731051926231, "se": 0.16956658188171655, "pvalue": 0.01520720897983266, "lower": -0.9424343569698237, "upper": -0.1405118534154226 }, { "event_time": -46, "estimate": -0.421128591899218, "se": 0.19364575513281673, "pvalue": 0.06615274282146927, "lower": -0.8790280407042743, "upper": 0.03677085690583831 }, { "event_time": -45, "estimate": -0.421128591899218, "se": 0.19364575513281673, "pvalue": 0.06615274282146927, "lower": -0.8790280407042743, "upper": 0.03677085690583831 }, { "event_time": -44, "estimate": -0.421128591899218, "se": 0.19364575513281676, "pvalue": 0.06615274282146931, "lower": -0.8790280407042743, "upper": 0.03677085690583837 }, { "event_time": -43, "estimate": -0.421128591899218, "se": 0.1936457551328168, "pvalue": 0.06615274282146934, "lower": -0.8790280407042743, "upper": 0.03677085690583842 }, { "event_time": -42, "estimate": -0.421128591899218, "se": 0.19364575513281673, "pvalue": 0.06615274282146927, "lower": -0.8790280407042743, "upper": 0.03677085690583831 }, { "event_time": -41, "estimate": -0.421128591899218, "se": 0.19364575513281673, "pvalue": 0.06615274282146927, "lower": -0.8790280407042743, "upper": 0.03677085690583831 }, { "event_time": -40, "estimate": -0.541473105192623, "se": 0.2835050863517207, "pvalue": 0.09776853396413644, "lower": -1.2118561078298082, "upper": 0.12890989744456216 }, { "event_time": -39, "estimate": -0.421128591899218, "se": 0.19364575513281676, "pvalue": 0.06615274282146931, "lower": -0.8790280407042743, "upper": 0.03677085690583837 }, { "event_time": -38, "estimate": 0.3009384877791238, "se": 0.44315771690371975, "pvalue": 0.5189034836628367, "lower": -0.7469629968919013, "upper": 1.3488399724501487 }, { "event_time": -37, "estimate": -0.421128591899218, "se": 0.1936457551328168, "pvalue": 0.06615274282146934, "lower": -0.8790280407042743, "upper": 0.03677085690583842 }, { "event_time": -36, "estimate": 0.1805939744857186, "se": 0.29792016271856014, "pvalue": 0.5635262267266676, "lower": -0.5238752673170571, "upper": 0.8850632162884943 }, { "event_time": -35, "estimate": 0.1805939744857186, "se": 0.23126158430764324, "pvalue": 0.46044533781015223, "lower": -0.3662527762299038, "upper": 0.727440725201341 }, { "event_time": -34, "estimate": 1.0230055674574656, "se": 0.9600358036838245, "pvalue": 0.32197710491787546, "lower": -1.2471183763306748, "upper": 3.2931295112456063 }, { "event_time": -33, "estimate": -1.0228511583662443, "se": 0.2113181874785945, "pvalue": 0.0018770309212591226, "lower": -1.5225392692807593, "upper": -0.5231630474517293 }, { "event_time": -32, "estimate": -0.7821621317794335, "se": 0.25788394458427666, "pvalue": 0.019033857909676835, "lower": -1.3919607612398237, "upper": -0.1723635023190433 }, { "event_time": -31, "estimate": 0.1388229158733533, "se": 0.30940630692120047, "pvalue": 0.6672259723398184, "lower": -0.5928067410682776, "upper": 0.8704525728149841 }, { "event_time": -30, "estimate": -0.28238280666193755, "se": 0.10163745982497834, "pvalue": 0.027363786207071403, "lower": -0.5227172090343686, "upper": -0.042048404289506514 }, { "event_time": -29, "estimate": -0.22221055001523493, "se": 0.11160504453787815, "pvalue": 0.08675760861654491, "lower": -0.4861145449295944, "upper": 0.04169344489912452 }, { "event_time": -28, "estimate": -0.22221055001523493, "se": 0.11160504453787813, "pvalue": 0.08675760861654491, "lower": -0.4861145449295943, "upper": 0.041693444899124465 }, { "event_time": -27, "estimate": -0.22415160949477897, "se": 0.11210296613258669, "pvalue": 0.0856805382794047, "lower": -0.489233001887378, "upper": 0.040929782897820066 }, { "event_time": -26, "estimate": -0.224151609494779, "se": 0.11210296613258666, "pvalue": 0.08568053827940453, "lower": -0.48923300188737795, "upper": 0.04092978289781993 }, { "event_time": -25, "estimate": -0.22609266897432306, "se": 0.11134722828987949, "pvalue": 0.0818500625357611, "lower": -0.4893870253362102, "upper": 0.037201687387564075 }, { "event_time": -24, "estimate": -0.22609266897432306, "se": 0.11134722828987949, "pvalue": 0.0818500625357611, "lower": -0.4893870253362102, "upper": 0.037201687387564075 }, { "event_time": -23, "estimate": -0.30632234309380485, "se": 0.14938623611261082, "pvalue": 0.07946711649403751, "lower": -0.6595646598598501, "upper": 0.046919973672240434 }, { "event_time": -22, "estimate": -0.34643718226772824, "se": 0.16453134298254177, "pvalue": 0.07326288930095055, "lower": -0.7354919860313767, "upper": 0.042617621495920244 }, { "event_time": -21, "estimate": 0.09482603591928951, "se": 0.29490563855651375, "pvalue": 0.7571843874465863, "lower": -0.6025149889428989, "upper": 0.7921670607814779 }, { "event_time": -20, "estimate": -0.30632234309380485, "se": 0.18259057211304786, "pvalue": 0.13731544655903266, "lower": -0.738080438024519, "upper": 0.1254357518369092 }, { "event_time": -19, "estimate": 0.1750557100387713, "se": 0.31214499255583306, "pvalue": 0.5924128378560903, "lower": -0.5630499093720006, "upper": 0.9131613294495432 }, { "event_time": -18, "estimate": -0.3865520172132867, "se": 0.17688549765629838, "pvalue": 0.06512685629085661, "lower": -0.8048197547264284, "upper": 0.03171572029985503 }, { "event_time": -17, "estimate": -0.22609266897432306, "se": 0.11134722828987946, "pvalue": 0.0818500625357611, "lower": -0.48938702533621015, "upper": 0.03720168738756402 }, { "event_time": -16, "estimate": 0.1750557100387713, "se": 0.31214499255583317, "pvalue": 0.5924128378560904, "lower": -0.5630499093720008, "upper": 0.9131613294495434 }, { "event_time": -15, "estimate": -0.22609266897432306, "se": 0.11134722828987956, "pvalue": 0.08185006253576133, "lower": -0.48938702533621037, "upper": 0.03720168738756424 }, { "event_time": -14, "estimate": -0.22609266897432306, "se": 0.11134722828987956, "pvalue": 0.08185006253576133, "lower": -0.48938702533621037, "upper": 0.03720168738756424 }, { "event_time": -13, "estimate": 0.5360892498779422, "se": 0.27787353089798256, "pvalue": 0.09502630591004124, "lower": -0.12097724015914424, "upper": 1.1931557399150285 }, { "event_time": -12, "estimate": 0.49597441493238376, "se": 0.4527588797516247, "pvalue": 0.3095724937052995, "lower": -0.5746302122522893, "upper": 1.5665790421170567 }, { "event_time": -11, "estimate": -0.10574815149359762, "se": 0.1324907864758619, "pvalue": 0.451004748198703, "lower": -0.4190390783070219, "upper": 0.20754277531982668 }, { "event_time": -10, "estimate": 0.8168931198259961, "se": 0.38836286502282974, "pvalue": 0.07349828177842863, "lower": -0.10143912922504206, "upper": 1.7352253688770343 }, { "event_time": -9, "estimate": 0.6564337673586675, "se": 0.4805631810620872, "pvalue": 0.21421252775736896, "lower": -0.47991758500331794, "upper": 1.792785119720653 }, { "event_time": -8, "estimate": -0.10574814730627749, "se": 0.3468990224067144, "pvalue": 0.7693530612024159, "lower": -0.9260339885430229, "upper": 0.714537693930468 }, { "event_time": -7, "estimate": -0.7074707179195788, "se": 0.3798859789555292, "pvalue": 0.1048531265612352, "lower": -1.6057583165978893, "upper": 0.1908168807587316 }, { "event_time": -6, "estimate": 1.2982711771458926, "se": 0.7533699315853201, "pvalue": 0.1285007837307952, "lower": -0.48316563350155173, "upper": 3.079707987793337 }, { "event_time": -5, "estimate": 0.4558595757584604, "se": 0.4176835354108181, "pvalue": 0.31123207882044496, "lower": -0.5318050415649733, "upper": 1.4435241930818943 }, { "event_time": -4, "estimate": 1.0575821506001268, "se": 0.5893102649853593, "pvalue": 0.11579415874074403, "lower": -0.33591519369682366, "upper": 2.451079494897077 }, { "event_time": -3, "estimate": 0.0948260359192895, "se": 0.25064398456628106, "pvalue": 0.7163980648957344, "lower": -0.4978528085019862, "upper": 0.6875048803405652 }, { "event_time": -2, "estimate": 1.853576760678437, "se": 1.1130271271114718, "pvalue": 0.1397866727708652, "lower": -0.7783141767699933, "upper": 4.485467698126867 }, { "event_time": -1, "estimate": 0.8426783094733419, "se": 0.6953682607246239, "pvalue": 0.2648854914966057, "lower": -0.8016063436239977, "upper": 2.4869629625706815 }, { "event_time": 0, "estimate": 1.9966571861064941, "se": 1.274608536555395, "pvalue": 0.16121762449136784, "lower": -1.0173130707195805, "upper": 5.010627442932568 }, { "event_time": 1, "estimate": 1.707825818808106, "se": 0.7407525884652536, "pvalue": 0.054544991286884066, "lower": -0.043775716306961865, "upper": 3.4594273539231737 }, { "event_time": 2, "estimate": 1.9493476507160166, "se": 1.4788332662777033, "pvalue": 0.2289424255334185, "lower": -1.5475373547864097, "upper": 5.446232656218443 }, { "event_time": 3, "estimate": 1.4679695975834408, "se": 0.9533894640455287, "pvalue": 0.16751908693090997, "lower": -0.7864382503116631, "upper": 3.7223774454785445 }, { "event_time": 4, "estimate": 0.22440966591121364, "se": 0.5083422598526482, "pvalue": 0.6721989605375415, "lower": -0.9776287698458392, "upper": 1.4264481016682664 }, { "event_time": 5, "estimate": -0.09650903898239888, "se": 0.7213879537071876, "pvalue": 0.8973396398618897, "lower": -1.802320489125307, "upper": 1.6093024111605094 }, { "event_time": 6, "estimate": -0.25696838722136256, "se": 0.5462531406976882, "pvalue": 0.6523598934511983, "lower": -1.5486518112238412, "upper": 1.034715036781116 }, { "event_time": 7, "estimate": 2.149921878441518, "se": 0.717604136212508, "pvalue": 0.020056098254183634, "lower": 0.45305773491013035, "upper": 3.846786021972906 }, { "event_time": 8, "estimate": 0.6255579684863997, "se": 0.6752920754011089, "pvalue": 0.38508832471843335, "lower": -0.9712540499154854, "upper": 2.2223699868882845 }, { "event_time": 9, "estimate": 0.46509862024743603, "se": 0.4853641944904909, "pvalue": 0.3698567124091776, "lower": -0.6826053248995754, "upper": 1.6128025653944476 }, { "event_time": 10, "estimate": 1.1069360216189759, "se": 1.0903625765713274, "pvalue": 0.34380824421742257, "lower": -1.4713617699707788, "upper": 3.685233813208731 }, { "event_time": 11, "estimate": 0.6255579684863997, "se": 0.9002568134228657, "pvalue": 0.5095390534532391, "lower": -1.5032111251949485, "upper": 2.754327062167748 }, { "event_time": 12, "estimate": 1.791300396266096, "se": 1.5686262745203325, "pvalue": 0.29102578182669203, "lower": -1.9179113341503222, "upper": 5.500512126682514 }, { "event_time": 13, "estimate": 1.1494629920893278, "se": 1.1434885502623409, "pvalue": 0.34826463049971235, "lower": -1.5544577652796776, "upper": 3.853383749458333 }, { "event_time": 14, "estimate": -0.3519754425273553, "se": 0.25762948224718774, "pvalue": 0.21414064632366137, "lower": -0.9611723641743479, "upper": 0.2572214791196374 }, { "event_time": 15, "estimate": 0.9316993770470942, "se": 1.3888955479754144, "pvalue": 0.5238441989416969, "lower": -2.3525167186248197, "upper": 4.215915472719008 }, { "event_time": 16, "estimate": 1.2526180735250216, "se": 1.4880147987974504, "pvalue": 0.4277165165295589, "lower": -2.2659778064403864, "upper": 4.771213953490429 }, { "event_time": 17, "estimate": 0.2898619672598695, "se": 0.9364798864800838, "pvalue": 0.7659341977452236, "lower": -1.9245610834397942, "upper": 2.5042850179595333 }, { "event_time": 18, "estimate": 1.2526180735250216, "se": 0.5421669534643405, "pvalue": 0.05415552872893188, "lower": -0.029403053048934202, "upper": 2.5346392000989777 }, { "event_time": 19, "estimate": -1.3147315319611372, "se": 0.589152375872825, "pvalue": 0.06083027995348704, "lower": -2.7078555278335266, "upper": 0.0783924639112521 }, { "event_time": 20, "estimate": 1.5735367700029488, "se": 1.4807408999668212, "pvalue": 0.32321237374553785, "lower": -1.9278590723839213, "upper": 5.074932612389819 }, { "event_time": 21, "estimate": 0.610780680569167, "se": 1.6650288181896469, "pvalue": 0.7245844205336903, "lower": -3.3263868425229446, "upper": 4.547948203661279 }, { "event_time": 22, "estimate": 0.6107806637377968, "se": 0.670886976581516, "pvalue": 0.3928767417734863, "lower": -0.9756149511646159, "upper": 2.1971762786402094 }, { "event_time": 23, "estimate": -1.3147315319611372, "se": 0.8242102283673015, "pvalue": 0.15471065694999117, "lower": -3.263679026369285, "upper": 0.6342159624470107 }, { "event_time": 24, "estimate": -0.3519754425273553, "se": 0.2576294822471874, "pvalue": 0.21414064632366078, "lower": -0.9611723641743473, "upper": 0.2572214791196366 }, { "event_time": 25, "estimate": -1.0190214104433535, "se": 1.7538351838853057, "pvalue": 0.5794421480672531, "lower": -5.166182619555237, "upper": 3.1281397986685304 }, { "event_time": 26, "estimate": -0.24883466710660224, "se": 1.2312464864072556, "pvalue": 0.8455867543767532, "lower": -3.160269968553604, "upper": 2.662600634340399 }, { "event_time": 27, "estimate": 0.23587475185259643, "se": 0.879318704663041, "pvalue": 0.796242166612481, "lower": -1.843383582072783, "upper": 2.315133085777976 }, { "event_time": 28, "estimate": 0.23587475185259663, "se": 0.8782592934646456, "pvalue": 0.7960030165335183, "lower": -1.8408784726606484, "upper": 2.3126279763658415 }, { "event_time": 29, "estimate": 1.6800087667901933, "se": 0.13464305489058856, "pvalue": 4.891388385605449e-06, "lower": 1.361628533887369, "upper": 1.9983889996930175 }, { "event_time": 30, "estimate": 1.6800087667901935, "se": 1.4529718569494041, "pvalue": 0.2855089730786711, "lower": -1.7557237230341687, "upper": 5.115741256614555 }, { "event_time": 31, "estimate": 0.7172529494453039, "se": 1.5288717813567727, "pvalue": 0.6532312434369606, "lower": -2.897954342326781, "upper": 4.3324602412173885 }, { "event_time": 32, "estimate": 1.680009055710456, "se": 1.135379977623085, "pvalue": 0.18249560302802478, "lower": -1.0047379741499634, "upper": 4.364756085570875 }, { "event_time": 33, "estimate": 1.6800087667901935, "se": 1.4529718569494041, "pvalue": 0.2855089730786711, "lower": -1.7557237230341687, "upper": 5.115741256614555 }, { "event_time": 34, "estimate": 0.7172526605250412, "se": 0.7753569014223165, "pvalue": 0.385714347117618, "lower": -1.1161750722180042, "upper": 2.5506803932680864 }, { "event_time": 35, "estimate": 0.7172526605250412, "se": 0.6016464909131951, "pvalue": 0.2720448959854824, "lower": -0.7054152227739975, "upper": 2.13992054382408 }, { "event_time": 36, "estimate": 1.6800087667901935, "se": 1.4529718569494041, "pvalue": 0.2855089730786711, "lower": -1.7557237230341687, "upper": 5.115741256614555 }, { "event_time": 37, "estimate": -0.24550344574011088, "se": 0.13464305489058853, "pvalue": 0.11101976543120293, "lower": -0.5638836786429349, "upper": 0.07287678716271315 }, { "event_time": 38, "estimate": 1.6800087667901935, "se": 1.4529718569494041, "pvalue": 0.2855089730786711, "lower": -1.7557237230341687, "upper": 5.115741256614555 } ], "Sun\u2013Abraham": [ { "event_time": -58, "estimate": -5.776536637591467, "se": 0.0, "pvalue": null, "lower": -5.776536637591467, "upper": -5.776536637591467 }, { "event_time": -57, "estimate": -5.77653663759147, "se": 0.0, "pvalue": null, "lower": -5.77653663759147, "upper": -5.77653663759147 }, { "event_time": -56, "estimate": -2.88826831879554, "se": 0.0, "pvalue": null, "lower": -2.88826831879554, "upper": -2.88826831879554 }, { "event_time": -55, "estimate": -2.8882683187955434, "se": 0.0, "pvalue": null, "lower": -2.8882683187955434, "upper": -2.8882683187955434 }, { "event_time": -54, "estimate": -2.888268318795544, "se": 0.0, "pvalue": null, "lower": -2.888268318795544, "upper": -2.888268318795544 }, { "event_time": -53, "estimate": -2.888268318795541, "se": 0.0, "pvalue": null, "lower": -2.888268318795541, "upper": -2.888268318795541 }, { "event_time": -52, "estimate": -2.888268318795542, "se": 0.0, "pvalue": null, "lower": -2.888268318795542, "upper": -2.888268318795542 }, { "event_time": -51, "estimate": -2.8882683187955407, "se": 0.0, "pvalue": null, "lower": -2.8882683187955407, "upper": -2.8882683187955407 }, { "event_time": -50, "estimate": -2.8882683187955407, "se": 0.0, "pvalue": null, "lower": -2.8882683187955407, "upper": -2.8882683187955407 }, { "event_time": -49, "estimate": -1.9255122125303834, "se": 0.0, "pvalue": null, "lower": -1.9255122125303834, "upper": -1.9255122125303834 }, { "event_time": -48, "estimate": -2.8882683187955407, "se": 0.0, "pvalue": null, "lower": -2.8882683187955407, "upper": -2.8882683187955407 }, { "event_time": -47, "estimate": -2.8882683187955376, "se": 0.0, "pvalue": null, "lower": -2.8882683187955376, "upper": -2.8882683187955376 }, { "event_time": -46, "estimate": -2.888268318795539, "se": 0.0, "pvalue": null, "lower": -2.888268318795539, "upper": -2.888268318795539 }, { "event_time": -45, "estimate": -2.888268318795539, "se": 0.0, "pvalue": null, "lower": -2.888268318795539, "upper": -2.888268318795539 }, { "event_time": -44, "estimate": -2.888268318795536, "se": 0.0, "pvalue": null, "lower": -2.888268318795536, "upper": -2.888268318795536 }, { "event_time": -43, "estimate": -2.888268318795534, "se": 0.0, "pvalue": null, "lower": -2.888268318795534, "upper": -2.888268318795534 }, { "event_time": -42, "estimate": -2.888268318795536, "se": 0.0, "pvalue": null, "lower": -2.888268318795536, "upper": -2.888268318795536 }, { "event_time": -41, "estimate": -2.8882683187955354, "se": 0.0, "pvalue": null, "lower": -2.8882683187955354, "upper": -2.8882683187955354 }, { "event_time": -40, "estimate": -2.8882683187955362, "se": 0.0, "pvalue": null, "lower": -2.8882683187955362, "upper": -2.8882683187955362 }, { "event_time": -39, "estimate": -2.888268318795538, "se": 0.0, "pvalue": null, "lower": -2.888268318795538, "upper": -2.888268318795538 }, { "event_time": -38, "estimate": -1.9255122125303803, "se": 0.0, "pvalue": null, "lower": -1.9255122125303803, "upper": -1.9255122125303803 }, { "event_time": -37, "estimate": -2.8882683187955385, "se": 0.0, "pvalue": null, "lower": -2.8882683187955385, "upper": -2.8882683187955385 }, { "event_time": -36, "estimate": -2.1662012390966705, "se": 0.3131811264491725, "pvalue": 0.00022787276686876494, "lower": -2.90675692583953, "upper": -1.425645552353811 }, { "event_time": -35, "estimate": -2.1662012390966687, "se": 0.31318112644917323, "pvalue": 0.0002278727668687693, "lower": -2.90675692583953, "upper": -1.4256455523538074 }, { "event_time": -34, "estimate": -1.203445132831515, "se": 0.3131811264491497, "pvalue": 0.006352679178302733, "lower": -1.9440008195743208, "upper": -0.4628894460887093 }, { "event_time": -33, "estimate": -3.128957345361824, "se": 0.3131811264491716, "pvalue": 2.1523165827486193e-05, "lower": -3.869513032104681, "upper": -2.3884016586189665 }, { "event_time": -32, "estimate": -2.888268318795532, "se": 0.0, "pvalue": null, "lower": -2.888268318795532, "upper": -2.888268318795532 }, { "event_time": -31, "estimate": -0.9627561062652521, "se": 1.424338147388499e-07, "pvalue": 4.096877423949354e-46, "lower": -0.9627564430677047, "upper": -0.9627557694627995 }, { "event_time": -30, "estimate": -1.4441341593978283, "se": 1.3907030683693328e-07, "pvalue": 2.0284453208306225e-47, "lower": -1.4441344882468485, "upper": -1.444133830548808 }, { "event_time": -29, "estimate": -1.4441341593978296, "se": 1.0489978741997504e-07, "pvalue": 2.818023898941277e-48, "lower": -1.4441344074464109, "upper": -1.4441339113492484 }, { "event_time": -28, "estimate": -1.4441341593978196, "se": 1.917934898311276e-07, "pvalue": 1.9246840447824703e-46, "lower": -1.444134612917357, "upper": -1.4441337058782824 }, { "event_time": -27, "estimate": -1.4441341593978279, "se": 9.913598590125036e-08, "pvalue": 1.8973249821536922e-48, "lower": -1.4441343938171842, "upper": -1.4441339249784715 }, { "event_time": -26, "estimate": -1.4441341593978194, "se": 2.0991780587765067e-07, "pvalue": 3.621323839855303e-46, "lower": -1.444134655774554, "upper": -1.4441336630210848 }, { "event_time": -25, "estimate": -1.4441341593978256, "se": 2.268168136121206e-07, "pvalue": 6.226573667316624e-46, "lower": -1.4441346957343637, "upper": -1.4441336230612876 }, { "event_time": -24, "estimate": -1.4441341593978279, "se": 2.7485537257451106e-07, "pvalue": 2.3891973742592503e-45, "lower": -1.4441348093275075, "upper": -1.4441335094681482 }, { "event_time": -23, "estimate": -1.444134159397828, "se": 0.0, "pvalue": null, "lower": -1.444134159397828, "upper": -1.444134159397828 }, { "event_time": -22, "estimate": -1.4441341593978252, "se": 1.557873876469882e-07, "pvalue": 4.490022103995299e-47, "lower": -1.4441345277764601, "upper": -1.4441337910191903 }, { "event_time": -21, "estimate": -0.9627561062652501, "se": 0.0, "pvalue": null, "lower": -0.9627561062652501, "upper": -0.9627561062652501 }, { "event_time": -20, "estimate": -1.5644786726809707, "se": 0.15659056322457407, "pvalue": 2.152316582747023e-05, "lower": -1.9347565160523716, "upper": -1.1942008293095698 }, { "event_time": -19, "estimate": -0.9627561062652492, "se": 0.0, "pvalue": null, "lower": -0.9627561062652492, "upper": -0.9627561062652492 }, { "event_time": -18, "estimate": -1.5644786726809699, "se": 0.15659056322456477, "pvalue": 2.1523165827461884e-05, "lower": -1.9347565160523488, "upper": -1.194200829309591 }, { "event_time": -17, "estimate": -1.4441341593978263, "se": 0.0, "pvalue": null, "lower": -1.4441341593978263, "upper": -1.4441341593978263 }, { "event_time": -16, "estimate": -0.9627561062652483, "se": 0.0, "pvalue": null, "lower": -0.9627561062652483, "upper": -0.9627561062652483 }, { "event_time": -15, "estimate": -1.4441341593978259, "se": 0.0, "pvalue": null, "lower": -1.4441341593978259, "upper": -1.4441341593978259 }, { "event_time": -14, "estimate": -1.4441341593978259, "se": 1.019144239128778e-07, "pvalue": 2.3023534323361124e-48, "lower": -1.4441344003871441, "upper": -1.4441339184085076 }, { "event_time": -13, "estimate": -0.4813780531326713, "se": 0.5114226379136363, "pvalue": 0.3779143818558641, "lower": -1.6907004255568108, "upper": 0.7279443192914683 }, { "event_time": -12, "estimate": -0.4813780531326707, "se": 0.0, "pvalue": null, "lower": -0.4813780531326707, "upper": -0.4813780531326707 }, { "event_time": -11, "estimate": -0.9627561062652471, "se": 0.0, "pvalue": null, "lower": -0.9627561062652471, "upper": -0.9627561062652471 }, { "event_time": -10, "estimate": -9.287015600989434e-14, "se": 0.0, "pvalue": null, "lower": -9.287015600989434e-14, "upper": -9.287015600989434e-14 }, { "event_time": -9, "estimate": -0.2406890265663813, "se": 0.3131811264490791, "pvalue": 0.46730378216827073, "lower": -0.9812447133090201, "upper": 0.4998666601762574 }, { "event_time": -8, "estimate": -0.9627561062652478, "se": 0.626362252898289, "pvalue": 0.16816228352663415, "lower": -2.443867479750834, "upper": 0.5183552672203388 }, { "event_time": -7, "estimate": -1.4441341593978214, "se": 0.0, "pvalue": null, "lower": -1.4441341593978214, "upper": -1.4441341593978214 }, { "event_time": -6, "estimate": 0.7220670796987722, "se": 0.599696200200138, "pvalue": 0.2676980318573506, "lower": -0.6959890988825156, "upper": 2.14012325828006 }, { "event_time": -5, "estimate": -0.6017225664158159, "se": 0.5348585972586357, "pvalue": 0.29767433057813236, "lower": -1.8664621766664837, "upper": 0.6630170438348519 }, { "event_time": -4, "estimate": 0.4813780531324856, "se": 0.0, "pvalue": null, "lower": 0.4813780531324856, "upper": 0.4813780531324856 }, { "event_time": -3, "estimate": -1.0831006195484112, "se": 0.1565905632245212, "pvalue": 0.00022787276686807837, "lower": -1.453378462919687, "upper": -0.7128227761771353 }, { "event_time": -2, "estimate": 1.4441341593976378, "se": 0.0, "pvalue": null, "lower": 1.4441341593976378, "upper": 1.4441341593976378 }, { "event_time": 0, "estimate": 1.323789646114495, "se": 0.15659056322449205, "pvalue": 6.397760502040858e-05, "lower": 0.9535118027432878, "upper": 1.694067489485702 }, { "event_time": 1, "estimate": 0.8424115929819423, "se": 0.5348585972587062, "pvalue": 0.1592544129486918, "lower": -0.422328017268892, "upper": 2.107151203232777 }, { "event_time": 2, "estimate": 0.8424115929819169, "se": 0.5348585972586721, "pvalue": 0.15925441294867976, "lower": -0.42232801726883684, "upper": 2.1071512032326707 }, { "event_time": 3, "estimate": 0.36103353984933817, "se": 1.034762321875527, "pvalue": 0.7374200637266666, "lower": -2.0857905410919915, "upper": 2.8078576207906676 }, { "event_time": 4, "estimate": -0.7220670796989567, "se": 0.5424456229815976, "pvalue": 0.22486166209876096, "lower": -2.0047471549715983, "upper": 0.560612995573685 }, { "event_time": 5, "estimate": -1.2034451328315339, "se": 0.5996962002001697, "pvalue": 0.08477017600573201, "lower": -2.6215013114128967, "upper": 0.2146110457498287 }, { "event_time": 6, "estimate": -1.2034451328315336, "se": 0.18081520766053694, "pvalue": 0.0002890072150113516, "lower": -1.6310051579224245, "upper": -0.7758851077406427 }, { "event_time": 7, "estimate": 0.9627561062650617, "se": 0.36163041532105106, "pvalue": 0.032360620880056874, "lower": 0.10763605608333371, "upper": 1.8178761564467898 }, { "event_time": 8, "estimate": -0.4813780531326693, "se": 0.0, "pvalue": null, "lower": -0.4813780531326693, "upper": -0.4813780531326693 }, { "event_time": 9, "estimate": -0.48137805313266924, "se": 0.5114226379136094, "pvalue": 0.37791438185584214, "lower": -1.6907004255567453, "upper": 0.7279443192914068 }, { "event_time": 10, "estimate": -9.299722232433183e-14, "se": 0.0, "pvalue": null, "lower": -9.299722232433183e-14, "upper": -9.299722232433183e-14 }, { "event_time": 11, "estimate": -0.48137805313266924, "se": 1.0228452758273092, "pvalue": 0.6522195190638137, "lower": -2.900022797981035, "upper": 1.9372666917156964 }, { "event_time": 12, "estimate": 1.9255122125303585, "se": 2.045690551654662, "pvalue": 0.37791438185596576, "lower": -2.911777277166476, "upper": 6.762801702227193 }, { "event_time": 13, "estimate": 1.2836748083535912, "se": 1.3637937011031405, "pvalue": 0.37791438185597004, "lower": -1.9411848514443752, "upper": 4.508534468151558 }, { "event_time": 14, "estimate": -1.1491722834806865e-13, "se": 0.0, "pvalue": null, "lower": -1.1491722834806865e-13, "upper": -1.1491722834806865e-13 }, { "event_time": 15, "estimate": 1.9255122125301958, "se": 2.045690551654689, "pvalue": 0.37791438185601, "lower": -2.9117772771667028, "upper": 6.762801702227094 }, { "event_time": 16, "estimate": 1.925512212530196, "se": 2.045690551654711, "pvalue": 0.3779143818560147, "lower": -2.911777277166754, "upper": 6.762801702227145 }, { "event_time": 17, "estimate": 0.9627561062650404, "se": 1.0228452758273678, "pvalue": 0.3779143818560472, "lower": -1.4558886385834637, "upper": 3.3814008511135447 }, { "event_time": 18, "estimate": 1.9255122125301936, "se": 0.0, "pvalue": null, "lower": 1.9255122125301936, "upper": 1.9255122125301936 }, { "event_time": 19, "estimate": -0.9627561062652654, "se": 1.2527245057966272, "pvalue": 0.4673037821684926, "lower": -3.9249788532365555, "upper": 1.9994666407060244 }, { "event_time": 20, "estimate": 1.9255122125301973, "se": 2.0456905516547232, "pvalue": 0.37791438185601733, "lower": -2.911777277166782, "upper": 6.7628017022271765 }, { "event_time": 21, "estimate": 1.9255122125301976, "se": 2.045690551654704, "pvalue": 0.3779143818560131, "lower": -2.9117772771667365, "upper": 6.762801702227131 }, { "event_time": 22, "estimate": 0.4813780531324613, "se": 1.199392400400352, "pvalue": 0.7001312014089832, "lower": -2.3547343040302935, "upper": 3.3174904102952163 }, { "event_time": 23, "estimate": -1.0994081403396511e-13, "se": 0.0, "pvalue": null, "lower": -1.0994081403396511e-13, "upper": -1.0994081403396511e-13 }, { "event_time": 24, "estimate": -1.916916829693854e-13, "se": 0.0, "pvalue": null, "lower": -1.916916829693854e-13, "upper": -1.916916829693854e-13 }, { "event_time": 25, "estimate": 0.9627561062650425, "se": 1.0228452758272877, "pvalue": 0.377914381856011, "lower": -1.4558886385832726, "upper": 3.3814008511133578 }, { "event_time": 26, "estimate": 0.9627561062651473, "se": 1.022845275827303, "pvalue": 0.3779143818559686, "lower": -1.4558886385832037, "upper": 3.381400851113498 }, { "event_time": 27, "estimate": 0.48137805313246496, "se": 1.1993924004004497, "pvalue": 0.7001312014090041, "lower": -2.3547343040305213, "upper": 3.317490410295451 }, { "event_time": 28, "estimate": 0.4813780531324632, "se": 1.1993924004004188, "pvalue": 0.7001312014089979, "lower": -2.35473430403045, "upper": 3.317490410295376 }, { "event_time": 29, "estimate": 1.9255122125301949, "se": 9.500264557165848e-08, "pvalue": 1.879754593875039e-49, "lower": 1.9255119878846352, "upper": 1.9255124371757546 }, { "event_time": 30, "estimate": 1.925512212530195, "se": 2.0456905516547286, "pvalue": 0.3779143818560186, "lower": -2.9117772771667965, "upper": 6.762801702227186 }, { "event_time": 31, "estimate": 0.9627561062650398, "se": 2.169782491926482, "pvalue": 0.6706427483185566, "lower": -4.167964194825743, "upper": 6.093476407355823 }, { "event_time": 32, "estimate": 1.9255122125302013, "se": 1.617260382778819, "pvalue": 0.2726145927743203, "lower": -1.8987009097288228, "upper": 5.749725334789225 }, { "event_time": 33, "estimate": 1.925512212530195, "se": 2.045690551654711, "pvalue": 0.37791438185601506, "lower": -2.9117772771667547, "upper": 6.762801702227145 }, { "event_time": 34, "estimate": 0.9627561062650403, "se": 1.0228452758273738, "pvalue": 0.37791438185604975, "lower": -1.4558886385834782, "upper": 3.3814008511135585 }, { "event_time": 35, "estimate": 0.9627561062650393, "se": 1.0228452758273558, "pvalue": 0.37791438185604226, "lower": -1.455888638583437, "upper": 3.3814008511135154 }, { "event_time": 36, "estimate": 1.925512212530193, "se": 2.045690551654739, "pvalue": 0.3779143818560215, "lower": -2.9117772771668236, "upper": 6.762801702227209 }, { "event_time": 37, "estimate": -1.1383314068112684e-13, "se": 0.0, "pvalue": null, "lower": -1.1383314068112684e-13, "upper": -1.1383314068112684e-13 }, { "event_time": 38, "estimate": 1.925512212530194, "se": 2.0456905516547454, "pvalue": 0.37791438185602266, "lower": -2.9117772771668378, "upper": 6.762801702227225 } ] }, "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, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0, 34.0, 35.0, 36.0, 37.0, 38.0 ], "weights": [ 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.028846153846153848, 0.028846153846153848, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232 ], "weighting": "observations" }, "checks": { "did2s_vs_direct_imputation_max_post_difference": 6.661338147750939e-16, "package_aggregate_vs_estimable_cell_weights": 2.220446049250313e-16, "saturated_vs_deviations_relative_rss_difference": 1.5925395237165186e-16 }, "inference": { "standard_errors": "Cluster-robust; did2s uses two-stage covariance", "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom" }, "f_test": { "F": 4.941818615256744, "df_num": 24, "df_den": 276, "pvalue": 1.1443603186589448e-11, "log10_pvalue": -10.941437210012387, "inference": "Homoskedastic nested-model F", "observations": 560, "design_columns": 207, "restricted_design_columns": 183, "fixed_effect_rank": 77, "covariance_rank": 24, "rss_unrestricted": 178.4678433856141, "rss_restricted": 255.15964431324477, "test_horizon": null, "reference_cohort": 32, "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.-58.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-57.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-56.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-55.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-54.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-53.0]" ], "data": [ [ -0.12321428571428572, 0.0017857142857142878, -0.12142857142857144, 0.003571428571428575, 0.003571428571428574, 0.003571428571428574 ], [ 0.0017857142857142878, -0.12321428571428572, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574, 0.003571428571428574 ], [ 0.0017857142857142878, 0.0017857142857142878, -0.12142857142857144, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574 ], [ 0.0017857142857142878, 0.0017857142857142878, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574, -0.12142857142857144 ], [ 0.0017857142857142878, 0.0017857142857142878, 0.003571428571428575, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574 ] ] }, "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_57,ref=-1.0)+i(rel_time,cohort_dummy_59,ref=-1.0)|unit+time_fe", "restriction_names": [ "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_59" ], "deviations": [ { "event_time": -56.0, "cohort": 57, "estimate": 5.7765366375909455 }, { "event_time": -55.0, "cohort": 57, "estimate": 5.776536637590915 }, { "event_time": -54.0, "cohort": 57, "estimate": 5.776536637590933 }, { "event_time": -53.0, "cohort": 57, "estimate": 5.776536637590929 }, { "event_time": -52.0, "cohort": 57, "estimate": 5.7765366375909135 }, { "event_time": -51.0, "cohort": 57, "estimate": 5.776536637590954 }, { "event_time": -50.0, "cohort": 57, "estimate": 5.776536637590928 }, { "event_time": -49.0, "cohort": 57, "estimate": 3.851024425060614 }, { "event_time": -48.0, "cohort": 57, "estimate": 5.776536637590911 }, { "event_time": -47.0, "cohort": 57, "estimate": 5.776536637590933 }, { "event_time": -46.0, "cohort": 57, "estimate": 5.776536637590948 }, { "event_time": -45.0, "cohort": 57, "estimate": 5.776536637590931 }, { "event_time": -44.0, "cohort": 57, "estimate": 5.776536637590914 }, { "event_time": -43.0, "cohort": 57, "estimate": 5.776536637590929 }, { "event_time": -42.0, "cohort": 57, "estimate": 5.776536637590931 }, { "event_time": -41.0, "cohort": 57, "estimate": 5.776536637590939 }, { "event_time": -40.0, "cohort": 57, "estimate": 5.7765366375909455 }, { "event_time": -39.0, "cohort": 57, "estimate": 5.776536637590932 }, { "event_time": -38.0, "cohort": 57, "estimate": 3.8510244250606305 }, { "event_time": -37.0, "cohort": 57, "estimate": 5.776536637590958 }, { "event_time": -36.0, "cohort": 57, "estimate": 4.332402478193198 }, { "event_time": -35.0, "cohort": 57, "estimate": 4.332402478193191 }, { "event_time": -34.0, "cohort": 57, "estimate": 1.444134159397755 }, { "event_time": -33.0, "cohort": 57, "estimate": 5.295158584458363 }, { "event_time": -32.0, "cohort": 57, "estimate": 5.776536637590945 }, { "event_time": -31.0, "cohort": 57, "estimate": 1.9255122125303004 }, { "event_time": -30.0, "cohort": 57, "estimate": 3.941291737419306e-15 }, { "event_time": -29.0, "cohort": 57, "estimate": 2.1094237467877974e-14 }, { "event_time": -28.0, "cohort": 57, "estimate": 5.995204332975845e-15 }, { "event_time": -27.0, "cohort": 57, "estimate": 3.552713678800501e-15 }, { "event_time": -26.0, "cohort": 57, "estimate": -2.42861286636753e-14 }, { "event_time": -25.0, "cohort": 57, "estimate": -1.3211653993039363e-14 }, { "event_time": -24.0, "cohort": 57, "estimate": 2.2787327580431338e-14 }, { "event_time": -23.0, "cohort": 57, "estimate": 1.5754758608821362e-14 }, { "event_time": -22.0, "cohort": 57, "estimate": -3.3584246494910985e-15 }, { "event_time": -21.0, "cohort": 57, "estimate": 1.925512212530286 }, { "event_time": -20.0, "cohort": 57, "estimate": 1.3211653993039363e-14 }, { "event_time": -19.0, "cohort": 57, "estimate": 1.9255122125303143 }, { "event_time": -18.0, "cohort": 57, "estimate": -0.4813780531325641 }, { "event_time": -17.0, "cohort": 57, "estimate": -6.716849298982197e-15 }, { "event_time": -16.0, "cohort": 57, "estimate": 1.9255122125302975 }, { "event_time": -15.0, "cohort": 57, "estimate": -3.6637359812630166e-15 }, { "event_time": -14.0, "cohort": 57, "estimate": 2.1649348980190553e-15 }, { "event_time": -13.0, "cohort": 57, "estimate": -0.9627561062651562 }, { "event_time": -12.0, "cohort": 57, "estimate": 1.1657341758564144e-15 }, { "event_time": -11.0, "cohort": 57, "estimate": 6.661338147750939e-16 }, { "event_time": -10.0, "cohort": 57, "estimate": 1.9255122125303292 }, { "event_time": -9.0, "cohort": 57, "estimate": 2.406890265662871 }, { "event_time": -8.0, "cohort": 57, "estimate": -0.481378053132572 }, { "event_time": -7.0, "cohort": 57, "estimate": 3.885780586188048e-15 }, { "event_time": -6.0, "cohort": 57, "estimate": 9.492406860545088e-15 }, { "event_time": -5.0, "cohort": 57, "estimate": 0.9627561062651588 }, { "event_time": -4.0, "cohort": 57, "estimate": 1.9255122125303161 }, { "event_time": -3.0, "cohort": 57, "estimate": -0.48137805313257204 }, { "event_time": -2.0, "cohort": 57, "estimate": 1.925512212530312 }, { "event_time": 0.0, "cohort": 57, "estimate": -1.9255122125303061 }, { "event_time": 1.0, "cohort": 57, "estimate": 0.9627561062651598 }, { "event_time": 2.0, "cohort": 57, "estimate": -1.444134159397723 }, { "event_time": 3.0, "cohort": 57, "estimate": -2.4068902656628866 }, { "event_time": 4.0, "cohort": 57, "estimate": -0.9627561062651516 }, { "event_time": 5.0, "cohort": 57, "estimate": -0.9627561062651615 }, { "event_time": 6.0, "cohort": 57, "estimate": -0.9627561062651508 }, { "event_time": 7.0, "cohort": 57, "estimate": 3.3696463719280345 }, { "event_time": 8.0, "cohort": 57, "estimate": -8.326672684688674e-16 }, { "event_time": 9.0, "cohort": 57, "estimate": -0.9627561062651477 }, { "event_time": 10.0, "cohort": 57, "estimate": 1.5300261058115439e-15 }, { "event_time": 11.0, "cohort": 57, "estimate": -1.9255122125303055 }, { "event_time": 12.0, "cohort": 57, "estimate": -2.888268318795456 }, { "event_time": 13.0, "cohort": 57, "estimate": -1.9255122125303068 }, { "event_time": -31.0, "cohort": 59, "estimate": -5.776536637590935 }, { "event_time": -30.0, "cohort": 59, "estimate": -5.776536637590931 }, { "event_time": -29.0, "cohort": 59, "estimate": -5.776536637590924 }, { "event_time": -28.0, "cohort": 59, "estimate": -5.776536637590937 }, { "event_time": -27.0, "cohort": 59, "estimate": -5.776536637590928 }, { "event_time": -26.0, "cohort": 59, "estimate": -5.776536637590946 }, { "event_time": -25.0, "cohort": 59, "estimate": -5.776536637590939 }, { "event_time": -24.0, "cohort": 59, "estimate": -5.7765366375909055 }, { "event_time": -23.0, "cohort": 59, "estimate": -5.776536637590938 }, { "event_time": -22.0, "cohort": 59, "estimate": -5.776536637590946 }, { "event_time": -21.0, "cohort": 59, "estimate": -5.776536637590958 }, { "event_time": -20.0, "cohort": 59, "estimate": -6.25791469072351 }, { "event_time": -19.0, "cohort": 59, "estimate": -5.776536637590942 }, { "event_time": -18.0, "cohort": 59, "estimate": -5.776536637590954 }, { "event_time": -17.0, "cohort": 59, "estimate": -5.77653663759094 }, { "event_time": -16.0, "cohort": 59, "estimate": -5.776536637590931 }, { "event_time": -15.0, "cohort": 59, "estimate": -5.776536637590939 }, { "event_time": -14.0, "cohort": 59, "estimate": -5.776536637590928 }, { "event_time": -13.0, "cohort": 59, "estimate": -4.813780531325786 }, { "event_time": -12.0, "cohort": 59, "estimate": -1.925512212530334 }, { "event_time": -11.0, "cohort": 59, "estimate": -3.8510244250606256 }, { "event_time": -10.0, "cohort": 59, "estimate": -1.9255122125303132 }, { "event_time": -9.0, "cohort": 59, "estimate": -1.4441341593977608 }, { "event_time": -8.0, "cohort": 59, "estimate": -5.29515858445835 }, { "event_time": -7.0, "cohort": 59, "estimate": -5.776536637590926 }, { "event_time": -6.0, "cohort": 59, "estimate": -0.9627561062651564 }, { "event_time": -5.0, "cohort": 59, "estimate": -7.220670796988656 }, { "event_time": -4.0, "cohort": 59, "estimate": -4.440892098500626e-16 }, { "event_time": -3.0, "cohort": 59, "estimate": -3.851024425060638 }, { "event_time": -2.0, "cohort": 59, "estimate": 3.8510244250605963 }, { "event_time": 0.0, "cohort": 59, "estimate": -0.4813780531326004 }, { "event_time": 1.0, "cohort": 59, "estimate": -1.4441341593977537 }, { "event_time": 2.0, "cohort": 59, "estimate": 0.9627561062651466 }, { "event_time": 3.0, "cohort": 59, "estimate": -3.851024425060627 }, { "event_time": 4.0, "cohort": 59, "estimate": -5.776536637590926 }, { "event_time": 5.0, "cohort": 59, "estimate": -7.702048850121228 }, { "event_time": 6.0, "cohort": 59, "estimate": -3.8510244250606274 }, { "event_time": 7.0, "cohort": 59, "estimate": -5.295158584458361 }, { "event_time": 8.0, "cohort": 59, "estimate": -1.9255122125303243 }, { "event_time": 9.0, "cohort": 59, "estimate": -4.813780531325787 }, { "event_time": 10.0, "cohort": 59, "estimate": -2.4868995751603507e-14 }, { "event_time": 11.0, "cohort": 59, "estimate": -7.7020488501212405 } ] } } }, "code_sha256": { "replication_engine.py": "a84197989fc6e453d28f8a12b14fdabaee204780a523db7d585b9004c6231de4", "reference_f_test.py": "26f3d65e1ff59d46f05bb28011b2ed34b9ee150f04c47c144dd6836a4d75d6f0", "sparse_did2s.py": "a348042269b0077dd2916898779f992f0b5fc2971edfee8b0118d3af715eaafb" } } }, { "study_id": 8, "specification_id": "S08-P004", "source_specification_id": "C95FF064-T6-C5-AMAZON-DURABLE-OLS", "role": "active_comparison", "published_source_location": "Main Table 6 OLS", "outcome_label": "", "outcome_variable": "", "treatment_label": "", "unit_fixed_effects": "", "time_fixed_effects": "", "allowed_adjustments": "", "published_weights": "", "published_clustering": "", "panel_structure": "aggregate_state_year_panel", "design": "panel", "descriptive_metadata_status": "recorded_source_fields", "title": "Copyrights and Creativity", "status": "ready", "reason": "", "config": "analyses/full-archive/configs/S08-P004.json", "input_bytes": 32509, "specification_type": "twfe_scalar", "run_status": "completed", "result": { "schema": "did-replication-v2", "config": { "outcomes": [ "y" ], "treatments": [ "d" ], "unit": "unit", "time": "time", "cluster": "cluster", "covariates": [], "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": "", "d": "" }, "allow_repeated_cells": true, "time_fe": null, "latest_cohort_control": true, "slug": "s08-p004", "study_id": 8, "study": "Copyrights and Creativity", "citation": "Giorcelli and Moser (2020), JPE. https://doi.org/10.1086/710534", "description": "C95FF064-T6-C5-AMAZON-DURABLE-OLS", "source_specification_id": "C95FF064-T6-C5-AMAZON-DURABLE-OLS", "specification_id": "S08-P004", "data": "repl-archives/twfe-microdata-replication-private/outputs/estimation_2026_10_06/group_a/C95FF064-T6-C5-AMAZON-DURABLE-OLS.csv", "output_dir": "analyses/full-archive/results/S08-P004" }, "source": { "file": "C95FF064-T6-C5-AMAZON-DURABLE-OLS.csv", "bytes": 32509, "sha256": "5efec6afa4036de827c9e99ba758905a00131fa106ede35308dee974a07a2e24" }, "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": 1048, "source_sd": 0.5066686390471448, "rows": 560, "units": 8, "clusters": 8, "treated_units": 4, "never_treated_units": 4, "treated_cohorts": 3, "latest_cohort_control_index": 71, "unique_unit_period_cells": 560, "unsupported_prediction_rows_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": 0.6842726797560931, "se": 0.3645742125549835, "pvalue": 0.10263089662337861, "lower": -0.17780834475676333, "upper": 1.5463537042689495 }, { "method": "Dynamic TWFE", "estimate": -0.17715971825945198, "se": 0.9292542937326059, "pvalue": 0.8542133469052589, "lower": -2.374496957116296, "upper": 2.020177520597392 }, { "method": "BJS / did2s", "estimate": 0.7053325010613389, "se": 0.2885757745886509, "pvalue": 0.044485045395271657, "lower": 0.022959226046842307, "upper": 1.3877057760758356 }, { "method": "Sun\u2013Abraham", "estimate": 0.5029079612799268, "se": 0.23197398611199602, "pvalue": 0.06681899095286745, "lower": -0.04562335201914669, "upper": 1.0514392745790002 } ], "event_studies": { "Dynamic TWFE": [ { "event_time": -58, "estimate": -2.583634153839329, "se": 1.350354317655361, "pvalue": 0.09728399439082762, "lower": -5.776714721610221, "upper": 0.6094464139315634 }, { "event_time": -57, "estimate": -3.006811807732143, "se": 1.423499128795883, "pvalue": 0.0725450545523497, "lower": -6.372852369804088, "upper": 0.3592287543398016 }, { "event_time": -56, "estimate": -2.151567335157782, "se": 1.8512694488576285, "pvalue": 0.283237585401933, "lower": -6.529123970159338, "upper": 2.2259892998437736 }, { "event_time": -55, "estimate": -2.411369872768579, "se": 1.7630588456173641, "pvalue": 0.2136889280751542, "lower": -6.580341576100576, "upper": 1.7576018305634182 }, { "event_time": -54, "estimate": -2.258346785384825, "se": 1.7764550566666284, "pvalue": 0.24424428962781225, "lower": -6.458995494243368, "upper": 1.9423019234737176 }, { "event_time": -53, "estimate": -2.316987850359762, "se": 1.761140819878525, "pvalue": 0.22975196710584703, "lower": -6.481424143514522, "upper": 1.8474484427949975 }, { "event_time": -52, "estimate": -2.288581350237425, "se": 1.7856420547707286, "pvalue": 0.24077980488849896, "lower": -6.510953857612261, "upper": 1.9337911571374105 }, { "event_time": -51, "estimate": -2.2309507664082786, "se": 1.7418036611317878, "pvalue": 0.24105478626985505, "lower": -6.349661945033603, "upper": 1.887760412217046 }, { "event_time": -50, "estimate": -2.3252581323581345, "se": 1.8045641069619682, "pvalue": 0.23850762490443367, "lower": -6.592374183234279, "upper": 1.9418579185180103 }, { "event_time": -49, "estimate": -1.3649784009486463, "se": 1.1557661626865403, "pvalue": 0.27616344146057625, "lower": -4.09793109840757, "upper": 1.3679742965102777 }, { "event_time": -48, "estimate": -2.3600731786478053, "se": 1.834561180096213, "pvalue": 0.23919593794339603, "lower": -6.698121036133987, "upper": 1.9779746788383767 }, { "event_time": -47, "estimate": -2.4519551844572027, "se": 1.7894903671207316, "pvalue": 0.21295018664376578, "lower": -6.683427504542559, "upper": 1.7795171356281538 }, { "event_time": -46, "estimate": -2.365528790023079, "se": 1.7930577444722062, "pvalue": 0.22859220466419045, "lower": -6.605436617108316, "upper": 1.8743790370621576 }, { "event_time": -45, "estimate": -2.362494605889003, "se": 1.855507102357449, "pvalue": 0.2435848899758136, "lower": -6.750071699126081, "upper": 2.025082487348075 }, { "event_time": -44, "estimate": -2.340390708729589, "se": 1.7744044010992905, "pvalue": 0.2286867054390702, "lower": -6.536190387701941, "upper": 1.8554089702427632 }, { "event_time": -43, "estimate": -2.399153463665769, "se": 1.9436151385434364, "pvalue": 0.2568903773262743, "lower": -6.995072956028447, "upper": 2.196766028696909 }, { "event_time": -42, "estimate": -2.3395045400583436, "se": 1.812230624579011, "pvalue": 0.23771666158559246, "lower": -6.624749024417011, "upper": 1.9457399443003238 }, { "event_time": -41, "estimate": -2.2601883260621833, "se": 1.7723950123073922, "pvalue": 0.2429219787114676, "lower": -6.451236555566334, "upper": 1.930859903441967 }, { "event_time": -40, "estimate": -2.291259858920304, "se": 1.6912354834712402, "pvalue": 0.21758182521099687, "lower": -6.290396298290645, "upper": 1.7078765804500375 }, { "event_time": -39, "estimate": -1.9640325398016403, "se": 1.6256795184141448, "pvalue": 0.26622347334612445, "lower": -5.808153754361404, "upper": 1.8800886747581242 }, { "event_time": -38, "estimate": -2.1335208927643237, "se": 1.6423957395179318, "pvalue": 0.23508256618036177, "lower": -6.01716968914109, "upper": 1.750127903612443 }, { "event_time": -37, "estimate": -1.728134429351257, "se": 1.5209316368449883, "pvalue": 0.2932569309527257, "lower": -5.3245662628496255, "upper": 1.8682974041471114 }, { "event_time": -36, "estimate": -1.969747547840946, "se": 1.7002281057278827, "pvalue": 0.28464416062127434, "lower": -5.9901481598847575, "upper": 2.0506530642028657 }, { "event_time": -35, "estimate": -0.8793056721555268, "se": 1.142126747527314, "pvalue": 0.466549793815578, "lower": -3.5800062777514023, "upper": 1.8213949334403488 }, { "event_time": -34, "estimate": -2.057519948748739, "se": 1.965946017156638, "pvalue": 0.3300803337872364, "lower": -6.706243578239569, "upper": 2.591203680742091 }, { "event_time": -33, "estimate": -2.0327217951989067, "se": 1.4748994981435313, "pvalue": 0.21057683125430063, "lower": -5.520304917171127, "upper": 1.4548613267733135 }, { "event_time": -32, "estimate": -2.2393044204420303, "se": 1.9611047526796614, "pvalue": 0.291063189577488, "lower": -6.876580278542226, "upper": 2.397971437658166 }, { "event_time": -31, "estimate": -0.408296192814818, "se": 1.1540570365455856, "pvalue": 0.73391112249728, "lower": -3.137207449151809, "upper": 2.3206150635221734 }, { "event_time": -30, "estimate": -1.7595167126342626, "se": 1.4993764594564365, "pvalue": 0.27897351943708404, "lower": -5.304978650932277, "upper": 1.7859452256637518 }, { "event_time": -29, "estimate": -1.3326368106003896, "se": 1.1934334964581046, "pvalue": 0.301005062271576, "lower": -4.154658598988394, "upper": 1.4893849777876154 }, { "event_time": -28, "estimate": -1.5591246946226263, "se": 1.3044161906023835, "pvalue": 0.27090125232737006, "lower": -4.643578853091297, "upper": 1.5253294638460448 }, { "event_time": -27, "estimate": -1.3566684713186048, "se": 1.3204630978766216, "pvalue": 0.33841049134932855, "lower": -4.479067535891001, "upper": 1.7657305932537908 }, { "event_time": -26, "estimate": -1.4395820652300895, "se": 1.3060669809536527, "pvalue": 0.3068112129710791, "lower": -4.527939722597667, "upper": 1.6487755921374885 }, { "event_time": -25, "estimate": -1.4725506483947048, "se": 1.2124385017506287, "pvalue": 0.2639194578754996, "lower": -4.339512133199062, "upper": 1.3944108364096521 }, { "event_time": -24, "estimate": -1.4370423008964768, "se": 1.4457765115344472, "pvalue": 0.3533515933001062, "lower": -4.855760502454045, "upper": 1.9816759006610913 }, { "event_time": -23, "estimate": -1.5808811405924363, "se": 1.4561828435755522, "pvalue": 0.31360718512223545, "lower": -5.024206407264528, "upper": 1.8624441260796558 }, { "event_time": -22, "estimate": -1.7851735027400035, "se": 1.564711346396393, "pvalue": 0.2914375458309217, "lower": -5.485127899171312, "upper": 1.9147808936913047 }, { "event_time": -21, "estimate": -1.695189775674401, "se": 1.4356979522109627, "pvalue": 0.2762652412860374, "lower": -5.090075971434541, "upper": 1.6996964200857392 }, { "event_time": -20, "estimate": -1.6288901483207006, "se": 1.4260934432890549, "pvalue": 0.2909287926584461, "lower": -5.001065289359458, "upper": 1.743284992718057 }, { "event_time": -19, "estimate": -1.6142319377212688, "se": 1.3401693807779138, "pvalue": 0.2675371748309114, "lower": -4.783228956750808, "upper": 1.5547650813082705 }, { "event_time": -18, "estimate": -1.5839698957636543, "se": 1.6487139560028778, "pvalue": 0.3686899787637538, "lower": -5.482558900067538, "upper": 2.314619108540229 }, { "event_time": -17, "estimate": -1.5169384852679586, "se": 1.3051198422468282, "pvalue": 0.283204756460483, "lower": -4.603056515479757, "upper": 1.5691795449438397 }, { "event_time": -16, "estimate": -1.9997150108439494, "se": 1.7710728461707659, "pvalue": 0.2960597354022744, "lower": -6.187636814236798, "upper": 2.1882067925489 }, { "event_time": -15, "estimate": -1.6447201382383203, "se": 1.4867905544065194, "pvalue": 0.30519295964146514, "lower": -5.160421140227056, "upper": 1.870980863750416 }, { "event_time": -14, "estimate": -0.7409623967804364, "se": 1.9012168940273433, "pvalue": 0.7083219438940423, "lower": -5.236625971935401, "upper": 3.7547011783745274 }, { "event_time": -13, "estimate": -1.2585382847152795, "se": 0.9380293842313489, "pvalue": 0.22158833812428114, "lower": -3.476625315375373, "upper": 0.9595487459448138 }, { "event_time": -12, "estimate": -0.11405613104715401, "se": 0.11511662927875542, "pvalue": 0.3547938364686825, "lower": -0.386263704401315, "upper": 0.158151442307007 }, { "event_time": -11, "estimate": -0.6465563881771772, "se": 1.2582548496715242, "pvalue": 0.6231739517289494, "lower": -3.621856320394696, "upper": 2.328743544040342 }, { "event_time": -10, "estimate": 0.3378321046441094, "se": 1.2045040979731272, "pvalue": 0.7872220502567033, "lower": -2.5103674965660376, "upper": 3.1860317058542567 }, { "event_time": -9, "estimate": -0.14710815287573073, "se": 0.9339517645290829, "pvalue": 0.8792889359516464, "lower": -2.355553145099073, "upper": 2.061336839347612 }, { "event_time": -8, "estimate": -0.6213636698864345, "se": 1.1966074267335614, "pvalue": 0.6195810604747872, "lower": -3.450890610776649, "upper": 2.20816327100378 }, { "event_time": -7, "estimate": -1.2519576311467786, "se": 1.7806656782256571, "pvalue": 0.5047080225954785, "lower": -5.46256287785808, "upper": 2.958647615564523 }, { "event_time": -6, "estimate": -0.09116356365617682, "se": 0.11629361289568624, "pvalue": 0.4587930760615621, "lower": -0.36615426101465987, "upper": 0.1838271337023062 }, { "event_time": -5, "estimate": -0.6287688445350448, "se": 1.92181981331377, "pvalue": 0.7531029476958329, "lower": -5.173150582288302, "upper": 3.9156128932182126 }, { "event_time": -4, "estimate": 0.366937373801121, "se": 0.4397258142125407, "pvalue": 0.43156977297702076, "lower": -0.6728489505372357, "upper": 1.4067236981394777 }, { "event_time": -3, "estimate": -0.9592347021809172, "se": 0.8014475618815823, "pvalue": 0.27031153357783855, "lower": -2.854357043386015, "upper": 0.9358876390241807 }, { "event_time": -2, "estimate": 1.569498020499515, "se": 0.8618530014402848, "pvalue": 0.11139312817174264, "lower": -0.4684604880142127, "upper": 3.607456529013243 }, { "event_time": 0, "estimate": 0.711651196974812, "se": 0.6299276380476871, "pvalue": 0.2958087612798561, "lower": -0.7778909727013104, "upper": 2.2011933666509345 }, { "event_time": 1, "estimate": 0.31293448238912225, "se": 0.4558971789028635, "pvalue": 0.5145382702707688, "lower": -0.765091043077323, "upper": 1.3909600078555675 }, { "event_time": 2, "estimate": 0.19612214194150318, "se": 0.5572243748924065, "pvalue": 0.7352238280375452, "lower": -1.1215041285077105, "upper": 1.5137484123907168 }, { "event_time": 3, "estimate": -0.8046982268486663, "se": 0.6061966940303517, "pvalue": 0.22601286986565072, "lower": -2.2381256307882067, "upper": 0.628729177090874 }, { "event_time": 4, "estimate": -1.4968962307499794, "se": 1.2132343940228971, "pvalue": 0.2570902616746517, "lower": -4.3657397017229975, "upper": 1.3719472402230386 }, { "event_time": 5, "estimate": -2.0975017556168294, "se": 1.802100810260006, "pvalue": 0.28258870770324673, "lower": -6.358793035372646, "upper": 2.1637895241389873 }, { "event_time": 6, "estimate": -1.2359331293367644, "se": 0.8146839639835329, "pvalue": 0.1730351756051567, "lower": -3.1623545879559685, "upper": 0.6904883292824398 }, { "event_time": 7, "estimate": 0.40243053289846514, "se": 1.8019308864243386, "pvalue": 0.829653894569452, "lower": -3.8584589408346086, "upper": 4.663320006631539 }, { "event_time": 8, "estimate": -0.455619215963182, "se": 0.39242119444747, "pvalue": 0.28368094650475323, "lower": -1.383547889192677, "upper": 0.472309457266313 }, { "event_time": 9, "estimate": -0.44977104919246813, "se": 1.1569039936734347, "pvalue": 0.7089999633538717, "lower": -3.185414289397216, "upper": 2.28587219101228 }, { "event_time": 10, "estimate": 0.026269410100146013, "se": 0.09911103135460049, "pvalue": 0.7986061658219804, "lower": -0.2080909382413151, "upper": 0.26062975844160713 }, { "event_time": 11, "estimate": 0.16463090557973828, "se": 2.029581381659364, "pvalue": 0.93762046851486, "lower": -4.634566450073184, "upper": 4.96382826123266 }, { "event_time": 12, "estimate": 0.552865583555753, "se": 2.2731353626926034, "pvalue": 0.814810605213802, "lower": -4.822245422220337, "upper": 5.927976589331842 }, { "event_time": 13, "estimate": 0.570737479787005, "se": 1.4066644035762008, "pvalue": 0.6970504393199931, "lower": -2.755495282761579, "upper": 3.896970242335589 }, { "event_time": 14, "estimate": -0.33564158139673833, "se": 1.2872598190667517, "pvalue": 0.8017962926813297, "lower": -3.3795273676629183, "upper": 2.708244204869442 }, { "event_time": 15, "estimate": -1.9545063342692317, "se": 1.3219516359134584, "pvalue": 0.1828038683142465, "lower": -5.08042523198295, "upper": 1.1714125634444863 }, { "event_time": 16, "estimate": -0.15040322609014584, "se": 1.318755977408078, "pvalue": 0.9124009371680812, "lower": -3.2687655922022327, "upper": 2.9679591400219407 }, { "event_time": 17, "estimate": -1.3811654149799804, "se": 1.068874189925711, "pvalue": 0.2373186616937484, "lower": -3.908651246379908, "upper": 1.1463204164199472 }, { "event_time": 18, "estimate": 1.3934270061544167, "se": 1.4568824144922128, "pvalue": 0.37070503286725104, "lower": -2.0515524828729204, "upper": 4.838406495181753 }, { "event_time": 19, "estimate": 0.19206574637613597, "se": 1.3644955687732296, "pvalue": 0.8920248738518005, "lower": -3.0344535667359325, "upper": 3.4185850594882043 }, { "event_time": 20, "estimate": 0.9842041363299652, "se": 1.9808982172987737, "pvalue": 0.6345185165707651, "lower": -3.6998758282316278, "upper": 5.668284100891558 }, { "event_time": 21, "estimate": 0.35678258699072946, "se": 2.2393341434673673, "pvalue": 0.8779121980115359, "lower": -4.938401236071962, "upper": 5.651966410053421 }, { "event_time": 22, "estimate": 0.046153027513910226, "se": 1.2870773598879341, "pvalue": 0.9723961110129582, "lower": -2.9973013113531124, "upper": 3.0896073663809327 }, { "event_time": 23, "estimate": -1.3401170096040529, "se": 1.1877340521978077, "pvalue": 0.2963756749876614, "lower": -4.148661753873558, "upper": 1.4684277346654526 }, { "event_time": 24, "estimate": -0.8358904287072817, "se": 0.9771546892448598, "pvalue": 0.42062387432452525, "lower": -3.146494104453288, "upper": 1.4747132470387245 }, { "event_time": 25, "estimate": -0.6247725299793042, "se": 1.915152913145426, "pvalue": 0.7537898353130542, "lower": -5.153389553911547, "upper": 3.9038444939529384 }, { "event_time": 26, "estimate": -0.623862231278941, "se": 1.5917060620095393, "pvalue": 0.7067575019714042, "lower": -4.387648986913946, "upper": 3.139924524356063 }, { "event_time": 27, "estimate": -0.8536685097389745, "se": 1.734579402600158, "pvalue": 0.6376731092689295, "lower": -4.955297031440631, "upper": 3.2479600119626824 }, { "event_time": 28, "estimate": -0.7579786024203856, "se": 1.6756817551770269, "pvalue": 0.6647086510395895, "lower": -4.720336318663545, "upper": 3.204379113822774 }, { "event_time": 29, "estimate": 0.09402460383182377, "se": 1.696066529784098, "pvalue": 0.9573395359514513, "lower": -3.916535444810469, "upper": 4.1045846524741165 }, { "event_time": 30, "estimate": 0.48501246398478604, "se": 2.2883980573401956, "pvalue": 0.8381896718549277, "lower": -4.926189079699655, "upper": 5.896214007669227 }, { "event_time": 31, "estimate": 0.18429481316667867, "se": 2.1761693039737326, "pvalue": 0.934880848748634, "lower": -4.961527898581399, "upper": 5.330117524914756 }, { "event_time": 32, "estimate": 0.6862005906093092, "se": 1.4469816042757169, "pvalue": 0.6497729248415187, "lower": -2.735367202469684, "upper": 4.107768383688302 }, { "event_time": 33, "estimate": 1.0157331580602789, "se": 2.107705820469232, "pvalue": 0.6445691482560518, "lower": -3.9681991402445336, "upper": 5.999665456365091 }, { "event_time": 34, "estimate": 0.30293019925090364, "se": 1.3498185618359921, "pvalue": 0.8288382592015185, "lower": -2.888883507316577, "upper": 3.4947439058183845 }, { "event_time": 35, "estimate": -0.08968410355850165, "se": 1.4187659453738306, "pvalue": 0.9513642736258153, "lower": -3.444532465323425, "upper": 3.265164258206421 }, { "event_time": 36, "estimate": 1.2501351916748162, "se": 2.032484652670833, "pvalue": 0.557961222832424, "lower": -3.5559273090207717, "upper": 6.056197692370404 }, { "event_time": 37, "estimate": -1.2373876551636116, "se": 1.549009067038242, "pvalue": 0.4506404267850931, "lower": -4.900212061019351, "upper": 2.4254367506921275 }, { "event_time": 38, "estimate": 1.749166034385962, "se": 2.088068590674404, "pvalue": 0.4298717591451, "lower": -3.188331594111899, "upper": 6.686663662883824 } ], "BJS / did2s": [ { "event_time": -58, "estimate": -0.7122770260359846, "se": 0.14704658875842494, "pvalue": 0.0018693925875131986, "lower": -1.0599869559281472, "upper": -0.36456709614382216 }, { "event_time": -57, "estimate": -0.7122768847151116, "se": 0.14704658875843105, "pvalue": 0.0018693946506149206, "lower": -1.0599868146072886, "upper": -0.3645669548229347 }, { "event_time": -56, "estimate": -0.47200862482909683, "se": 0.17300431662632765, "pvalue": 0.02941057562780187, "lower": -0.8810988275539479, "upper": -0.06291842210424581 }, { "event_time": -55, "estimate": -0.47200855416866033, "se": 0.17300435312444987, "pvalue": 0.02941061742684165, "lower": -0.8810988431978564, "upper": -0.06291826513946436 }, { "event_time": -54, "estimate": -0.47200855416866033, "se": 0.17300435312444984, "pvalue": 0.02941061742684165, "lower": -0.8810988431978563, "upper": -0.06291826513946441 }, { "event_time": -53, "estimate": -0.47200855416866033, "se": 0.17300435312444984, "pvalue": 0.02941061742684165, "lower": -0.8810988431978563, "upper": -0.06291826513946441 }, { "event_time": -52, "estimate": -0.47200855416866033, "se": 0.17300435312444984, "pvalue": 0.02941061742684165, "lower": -0.8810988431978563, "upper": -0.06291826513946441 }, { "event_time": -51, "estimate": -0.47200855416866033, "se": 0.17300435312444984, "pvalue": 0.02941061742684165, "lower": -0.8810988431978563, "upper": -0.06291826513946441 }, { "event_time": -50, "estimate": -0.47200855416866033, "se": 0.17300435312444984, "pvalue": 0.02941061742684165, "lower": -0.8810988431978563, "upper": -0.06291826513946441 }, { "event_time": -49, "estimate": 0.3914749264704079, "se": 0.4004727622750231, "pvalue": 0.36087173433351344, "lower": -0.5554926793074635, "upper": 1.3384425322482794 }, { "event_time": -48, "estimate": -0.47200855416866033, "se": 0.17300435312444984, "pvalue": 0.02941061742684165, "lower": -0.8810988431978563, "upper": -0.06291826513946441 }, { "event_time": -47, "estimate": -0.5953633371732902, "se": 0.13697246018789455, "pvalue": 0.0033688406425045224, "lower": -0.9192517383339127, "upper": -0.2714749360126676 }, { "event_time": -46, "estimate": -0.47200855416866033, "se": 0.17300435312444987, "pvalue": 0.02941061742684165, "lower": -0.8810988431978564, "upper": -0.06291826513946436 }, { "event_time": -45, "estimate": -0.47200855416866033, "se": 0.17300435312444987, "pvalue": 0.02941061742684165, "lower": -0.8810988431978564, "upper": -0.06291826513946436 }, { "event_time": -44, "estimate": -0.47200855416866033, "se": 0.17300435312444978, "pvalue": 0.02941061742684162, "lower": -0.8810988431978561, "upper": -0.06291826513946452 }, { "event_time": -43, "estimate": -0.47200855416866033, "se": 0.17300435312444987, "pvalue": 0.02941061742684165, "lower": -0.8810988431978564, "upper": -0.06291826513946436 }, { "event_time": -42, "estimate": -0.47200855416866033, "se": 0.1730043531244498, "pvalue": 0.02941061742684162, "lower": -0.8810988431978561, "upper": -0.06291826513946447 }, { "event_time": -41, "estimate": -0.47200855416866033, "se": 0.1730043531244499, "pvalue": 0.02941061742684165, "lower": -0.8810988431978564, "upper": -0.0629182651394643 }, { "event_time": -40, "estimate": -0.47200855416866033, "se": 0.1730043531244498, "pvalue": 0.02941061742684162, "lower": -0.8810988431978561, "upper": -0.06291826513946447 }, { "event_time": -39, "estimate": -0.47200855416866033, "se": 0.17300435312444978, "pvalue": 0.02941061742684162, "lower": -0.8810988431978561, "upper": -0.06291826513946452 }, { "event_time": -38, "estimate": -0.47200855416866033, "se": 0.17300435312444984, "pvalue": 0.02941061742684165, "lower": -0.8810988431978563, "upper": -0.06291826513946441 }, { "event_time": -37, "estimate": -0.47200855416866033, "se": 0.1730043531244498, "pvalue": 0.02941061742684162, "lower": -0.8810988431978561, "upper": -0.06291826513946447 }, { "event_time": -36, "estimate": -0.47200855416866033, "se": 0.17300435312444992, "pvalue": 0.029410617426841697, "lower": -0.8810988431978565, "upper": -0.06291826513946419 }, { "event_time": -35, "estimate": 0.3914749264704079, "se": 0.4004727622750231, "pvalue": 0.36087173433351344, "lower": -0.5554926793074635, "upper": 1.3384425322482794 }, { "event_time": -34, "estimate": -0.47200855416866033, "se": 0.17300435312444992, "pvalue": 0.029410617426841697, "lower": -0.8810988431978565, "upper": -0.06291826513946419 }, { "event_time": -33, "estimate": -0.7187181201779198, "se": 0.13785755465663124, "pvalue": 0.001234595624121605, "lower": -1.0446994371842677, "upper": -0.39273680317157184 }, { "event_time": -32, "estimate": -0.5953633371732902, "se": 0.2686320117106353, "pvalue": 0.06221803540707741, "lower": -1.230577106818415, "upper": 0.03985043247183473 }, { "event_time": -31, "estimate": 0.6314583091034803, "se": 0.29665364147647766, "pvalue": 0.07081596558376126, "lower": -0.07001608585510977, "upper": 1.3329327040620704 }, { "event_time": -30, "estimate": -0.2937024923774665, "se": 0.09999818776568732, "pvalue": 0.0218036499922025, "lower": -0.5301606322835395, "upper": -0.05724435247139342 }, { "event_time": -29, "estimate": -0.2937024923774665, "se": 0.1559315513686516, "pvalue": 0.10163658872556966, "lower": -0.662422020332266, "upper": 0.07501703557733308 }, { "event_time": -28, "estimate": -0.23202510087515157, "se": 0.11240738501480987, "pvalue": 0.07788710456995195, "lower": -0.4978263295392983, "upper": 0.033776127788995164 }, { "event_time": -27, "estimate": -0.23136192044061485, "se": 0.11188569044705446, "pvalue": 0.07746315129238054, "lower": -0.4959295374779229, "upper": 0.03320569659669323 }, { "event_time": -26, "estimate": -0.23136192044061485, "se": 0.11188569044705449, "pvalue": 0.07746315129238061, "lower": -0.495929537477923, "upper": 0.033205696596693285 }, { "event_time": -25, "estimate": -0.23069874000607812, "se": 0.11188770464465057, "pvalue": 0.07814820869293361, "lower": -0.4952711198638694, "upper": 0.03387363985171318 }, { "event_time": -24, "estimate": -0.23069874000607812, "se": 0.11188770464465059, "pvalue": 0.07814820869293361, "lower": -0.4952711198638695, "upper": 0.03387363985171324 }, { "event_time": -23, "estimate": -0.23069874000607812, "se": 0.11188770464465057, "pvalue": 0.07814820869293361, "lower": -0.4952711198638694, "upper": 0.03387363985171318 }, { "event_time": -22, "estimate": -0.35405352301070797, "se": 0.16344201137730974, "pvalue": 0.06698855640443485, "lower": -0.7405324668425983, "upper": 0.03242542082118233 }, { "event_time": -21, "estimate": -0.23069874000607812, "se": 0.11188770464465057, "pvalue": 0.07814820869293361, "lower": -0.4952711198638694, "upper": 0.03387363985171318 }, { "event_time": -20, "estimate": -0.23069874000607812, "se": 0.11188770464465056, "pvalue": 0.07814820869293353, "lower": -0.4952711198638694, "upper": 0.03387363985171318 }, { "event_time": -19, "estimate": -0.23069874000607812, "se": 0.11188770464465057, "pvalue": 0.07814820869293361, "lower": -0.4952711198638694, "upper": 0.03387363985171318 }, { "event_time": -18, "estimate": -0.23069874000607812, "se": 0.11188770464465057, "pvalue": 0.07814820869293361, "lower": -0.4952711198638694, "upper": 0.03387363985171318 }, { "event_time": -17, "estimate": -0.23069874000607812, "se": 0.1118877046446506, "pvalue": 0.07814820869293365, "lower": -0.4952711198638695, "upper": 0.033873639851713294 }, { "event_time": -16, "estimate": -0.3951717817606064, "se": 0.22278584928329, "pvalue": 0.11937626282409267, "lower": -0.9219766038875689, "upper": 0.13163304036635604 }, { "event_time": -15, "estimate": -0.23069874000607812, "se": 0.11188770464465057, "pvalue": 0.07814820869293361, "lower": -0.4952711198638694, "upper": 0.03387363985171318 }, { "event_time": -14, "estimate": 0.5916664818830918, "se": 0.5912053278753994, "pvalue": 0.35026473666937624, "lower": -0.806311974081941, "upper": 1.9896449378481247 }, { "event_time": -13, "estimate": 0.09824735006124263, "se": 0.18111025394581048, "pvalue": 0.6043257326103894, "lower": -0.33001034863114853, "upper": 0.5265050487536338 }, { "event_time": -12, "estimate": 0.8383760510731484, "se": 0.7302595727377035, "pvalue": 0.2886631915437907, "lower": -0.8884134445802099, "upper": 2.5651655467265067 }, { "event_time": -11, "estimate": 0.4271934401285634, "se": 0.18098427652376223, "pvalue": 0.05031242794665946, "lower": -0.0007663692964993141, "upper": 0.8551532495536261 }, { "event_time": -10, "estimate": 1.0850856202632047, "se": 0.4441461445152896, "pvalue": 0.044557031967022216, "lower": 0.03484687569091749, "upper": 2.135324364835492 }, { "event_time": -9, "estimate": 0.8383760510731484, "se": 0.3902130989550622, "pvalue": 0.0687649340611732, "lower": -0.08433130600516647, "upper": 1.7610834081514632 }, { "event_time": -8, "estimate": 0.30383865712393354, "se": 0.2459175318688073, "pvalue": 0.2564865172350719, "lower": -0.2776639026248895, "upper": 0.8853412168727566 }, { "event_time": -7, "estimate": -0.06622569169328568, "se": 0.3220103795258586, "pvalue": 0.8429071986340346, "lower": -0.8276592443847275, "upper": 0.695207860998156 }, { "event_time": -6, "estimate": 0.7150212680685186, "se": 0.816506770509913, "pvalue": 0.4102295577163982, "lower": -1.2157104430689256, "upper": 2.645752979205963 }, { "event_time": -5, "estimate": 0.46831169887846197, "se": 0.43750543585616264, "pvalue": 0.31994707101396747, "lower": -0.5662242649506914, "upper": 1.5028476627076153 }, { "event_time": -4, "estimate": 0.9617308372585751, "se": 0.567414473324681, "pvalue": 0.13391098808571747, "lower": -0.37999118706971236, "upper": 2.3034528615868624 }, { "event_time": -3, "estimate": 0.09824735006124269, "se": 0.2586035828450718, "pvalue": 0.7152727297836823, "lower": -0.5132529534829977, "upper": 0.709747653605483 }, { "event_time": -2, "estimate": 1.895998156390291, "se": 1.1373232018385084, "pvalue": 0.13943789067779666, "lower": -0.7933438685762009, "upper": 4.5853401813567825 }, { "event_time": -1, "estimate": 0.8598133006922195, "se": 0.7118338684317768, "pvalue": 0.26631207791207556, "lower": -0.823406327706667, "upper": 2.543032929091106 }, { "event_time": 0, "estimate": 1.5508271768550541, "se": 1.3613900884171959, "pvalue": 0.2921180544231454, "lower": -1.6683488420942916, "upper": 4.770003195804399 }, { "event_time": 1, "estimate": 1.2547710221688884, "se": 0.7880975161784104, "pvalue": 0.15537786644984125, "lower": -0.6087834772066174, "upper": 3.118325521544394 }, { "event_time": 2, "estimate": 1.5036103096915912, "se": 1.5895247093065141, "pvalue": 0.37567424665124866, "lower": -2.2550183664405625, "upper": 5.262238985823744 }, { "event_time": 3, "estimate": 0.5167720460478931, "se": 0.7534809946873909, "pvalue": 0.5148756357008255, "lower": -1.264927387104165, "upper": 2.298471479199951 }, { "event_time": 4, "estimate": -0.10000183149819172, "se": 0.16050196788114135, "pvalue": 0.5529969551069288, "lower": -0.4795286771783046, "upper": 0.2795250141819212 }, { "event_time": 5, "estimate": -0.5934209633200407, "se": 0.4509013295077562, "pvalue": 0.22960577632350934, "lower": -1.65963318214951, "upper": 0.4727912555094287 }, { "event_time": 6, "estimate": -0.1000018314981917, "se": 0.45856656087727715, "pvalue": 0.8335917795392311, "lower": -1.1843394423181, "upper": 0.9843357793217167 }, { "event_time": 7, "estimate": 1.3802555639673557, "se": 0.9421496120564483, "pvalue": 0.1863380008099175, "lower": -0.8475742573300551, "upper": 3.6080853852647667 }, { "event_time": 8, "estimate": 0.6401267917721286, "se": 0.690459134291421, "pvalue": 0.3847241593419082, "lower": -0.9925496219071245, "upper": 2.272803205451382 }, { "event_time": 9, "estimate": 0.6401267917721285, "se": 0.4638138554265253, "pvalue": 0.21000960216661033, "lower": -0.4566186989941827, "upper": 1.7368722825384397 }, { "event_time": 10, "estimate": 1.1335459235939775, "se": 1.1151968373291012, "pvalue": 0.3432513084061943, "lower": -1.5034755632539882, "upper": 3.7705674104419433 }, { "event_time": 11, "estimate": 1.29801897190677, "se": 1.3211166776467194, "pvalue": 0.3585769045168912, "lower": -1.8259255632403488, "upper": 4.4219635070538885 }, { "event_time": 12, "estimate": 1.8261620142740025, "se": 1.6662625490272183, "pvalue": 0.3093625369313622, "lower": -2.113922818676568, "upper": 5.766246847224573 }, { "event_time": 13, "estimate": 1.1682698385115367, "se": 1.1555006202452178, "pvalue": 0.3456564149212449, "lower": -1.5640549508508093, "upper": 3.9005946278738826 }, { "event_time": 14, "estimate": 0.339557170782089, "se": 0.7632174001133026, "pvalue": 0.6698219632143149, "lower": -1.4651652027634197, "upper": 2.1442795443275977 }, { "event_time": 15, "estimate": -1.634119343388779, "se": 0.950592912400446, "pvalue": 0.1292951068995189, "lower": -3.8819143974430883, "upper": 0.6136757106655304 }, { "event_time": 16, "estimate": 0.33955717078208897, "se": 0.8033242287638406, "pvalue": 0.6852028877992383, "lower": -1.5600027824449578, "upper": 2.2391171240091357 }, { "event_time": 17, "estimate": -0.9762271763706655, "se": 0.5874919036121866, "pvalue": 0.14053036967529822, "lower": -2.3654247792664522, "upper": 0.4129704265251214 }, { "event_time": 18, "estimate": 1.9842876145604285, "se": 0.894794450007302, "pvalue": 0.06209768226918642, "lower": -0.13156504211746478, "upper": 4.100140271238322 }, { "event_time": 19, "estimate": 0.6685032542911457, "se": 0.770424592527222, "pvalue": 0.4143085364689327, "lower": -1.1532614212222123, "upper": 2.4902679298045034 }, { "event_time": 20, "estimate": 1.6553415179348436, "se": 1.449035956319496, "pvalue": 0.290862724594853, "lower": -1.771084045808179, "upper": 5.081767081677866 }, { "event_time": 21, "estimate": 0.6685032674076737, "se": 1.6595704644549563, "pvalue": 0.6991013229849227, "lower": -3.2557573000696163, "upper": 4.5927638348849635 }, { "event_time": 22, "estimate": 0.6685032542911458, "se": 0.7427435907825315, "pvalue": 0.39800075813369157, "lower": -1.0878062531883348, "upper": 2.4248127617706263 }, { "event_time": 23, "estimate": -1.3051732598797223, "se": 0.8623488810367356, "pvalue": 0.17391674106481314, "lower": -3.344304337313088, "upper": 0.7339578175536434 }, { "event_time": 24, "estimate": -0.3183350093525524, "se": 0.2742529218320678, "pvalue": 0.2837994442021649, "lower": -0.9668401193868399, "upper": 0.3301701006817352 }, { "event_time": 25, "estimate": -1.0220379063024716, "se": 1.844560550832546, "pvalue": 0.5967705050514078, "lower": -5.383730518332454, "upper": 3.3396547057275114 }, { "event_time": 26, "estimate": -0.23258599775973984, "se": 1.2410912162279706, "pvalue": 0.8566598745912922, "lower": -3.167300386091183, "upper": 2.702128390571703 }, { "event_time": 27, "estimate": 0.26935216943413015, "se": 0.8456286268079765, "pvalue": 0.7593814103990514, "lower": -1.730241789357115, "upper": 2.2689461282253753 }, { "event_time": 28, "estimate": 0.26935216943413015, "se": 0.8473052405926476, "pvalue": 0.759839622378384, "lower": -1.7342063509729029, "upper": 2.2729106898411633 }, { "event_time": 29, "estimate": 1.7496094159747704, "se": 0.12759453097064438, "pvalue": 2.585865456931428e-06, "lower": 1.447896293670978, "upper": 2.0513225382785625 }, { "event_time": 30, "estimate": 1.7496094159747706, "se": 1.423660387241124, "pvalue": 0.25879654573203315, "lower": -1.6168124617275654, "upper": 5.116031293677107 }, { "event_time": 31, "estimate": 0.7627714501808858, "se": 1.506270931687489, "pvalue": 0.6281340168807723, "lower": -2.798993324356608, "upper": 4.324536224718379 }, { "event_time": 32, "estimate": 1.7496097138245843, "se": 1.1253560543100802, "pvalue": 0.16396297742737578, "lower": -0.9114345038737977, "upper": 4.410653931522966 }, { "event_time": 33, "estimate": 1.7496094159747706, "se": 1.423660387241124, "pvalue": 0.25879654573203315, "lower": -1.6168124617275654, "upper": 5.116031293677107 }, { "event_time": 34, "estimate": 0.7627711523310724, "se": 0.7311769635122051, "pvalue": 0.331533537970733, "lower": -0.9661876277958598, "upper": 2.4917299324580044 }, { "event_time": 35, "estimate": 0.7627711523310724, "se": 0.6868702463257659, "pvalue": 0.30346666294413444, "lower": -0.8614188898283429, "upper": 2.3869611944904876 }, { "event_time": 36, "estimate": 1.7496094159747706, "se": 1.423660387241124, "pvalue": 0.25879654573203315, "lower": -1.6168124617275654, "upper": 5.116031293677107 }, { "event_time": 37, "estimate": -0.22406711131262566, "se": 0.12759453097064438, "pvalue": 0.12250002300532965, "lower": -0.5257802336164179, "upper": 0.07764601099116661 }, { "event_time": 38, "estimate": 1.7496094159747706, "se": 1.4236603872411242, "pvalue": 0.25879654573203315, "lower": -1.6168124617275659, "upper": 5.116031293677107 } ], "Sun\u2013Abraham": [ { "event_time": -58, "estimate": -5.92102958186272, "se": 0.0, "pvalue": null, "lower": -5.92102958186272, "upper": -5.92102958186272 }, { "event_time": -57, "estimate": -5.921029581862715, "se": 0.0, "pvalue": null, "lower": -5.921029581862715, "upper": -5.921029581862715 }, { "event_time": -56, "estimate": -2.960514790931145, "se": 0.0, "pvalue": null, "lower": -2.960514790931145, "upper": -2.960514790931145 }, { "event_time": -55, "estimate": -2.960514790931146, "se": 0.0, "pvalue": null, "lower": -2.960514790931146, "upper": -2.960514790931146 }, { "event_time": -54, "estimate": -2.9605147909311422, "se": 0.0, "pvalue": null, "lower": -2.9605147909311422, "upper": -2.9605147909311422 }, { "event_time": -53, "estimate": -2.960514790931143, "se": 0.0, "pvalue": null, "lower": -2.960514790931143, "upper": -2.960514790931143 }, { "event_time": -52, "estimate": -2.9605147909311427, "se": 0.0, "pvalue": null, "lower": -2.9605147909311427, "upper": -2.9605147909311427 }, { "event_time": -51, "estimate": -2.960514790931142, "se": 0.0, "pvalue": null, "lower": -2.960514790931142, "upper": -2.960514790931142 }, { "event_time": -50, "estimate": -2.9605147909311396, "se": 0.0, "pvalue": null, "lower": -2.9605147909311396, "upper": -2.9605147909311396 }, { "event_time": -49, "estimate": -1.973676527287438, "se": 0.0, "pvalue": null, "lower": -1.973676527287438, "upper": -1.973676527287438 }, { "event_time": -48, "estimate": -2.9605147909311373, "se": 0.0, "pvalue": null, "lower": -2.9605147909311373, "upper": -2.9605147909311373 }, { "event_time": -47, "estimate": -2.96051479093114, "se": 0.0, "pvalue": null, "lower": -2.96051479093114, "upper": -2.96051479093114 }, { "event_time": -46, "estimate": -2.9605147909311387, "se": 0.0, "pvalue": null, "lower": -2.9605147909311387, "upper": -2.9605147909311387 }, { "event_time": -45, "estimate": -2.9605147909311365, "se": 0.0, "pvalue": null, "lower": -2.9605147909311365, "upper": -2.9605147909311365 }, { "event_time": -44, "estimate": -2.9605147909311373, "se": 0.0, "pvalue": null, "lower": -2.9605147909311373, "upper": -2.9605147909311373 }, { "event_time": -43, "estimate": -2.9605147909311387, "se": 0.0, "pvalue": null, "lower": -2.9605147909311387, "upper": -2.9605147909311387 }, { "event_time": -42, "estimate": -2.960514790931137, "se": 0.0, "pvalue": null, "lower": -2.960514790931137, "upper": -2.960514790931137 }, { "event_time": -41, "estimate": -2.960514790931138, "se": 0.0, "pvalue": null, "lower": -2.960514790931138, "upper": -2.960514790931138 }, { "event_time": -40, "estimate": -2.9605147909311373, "se": 0.0, "pvalue": null, "lower": -2.9605147909311373, "upper": -2.9605147909311373 }, { "event_time": -39, "estimate": -2.960514790931141, "se": 0.0, "pvalue": null, "lower": -2.960514790931141, "upper": -2.960514790931141 }, { "event_time": -38, "estimate": -2.9605147909311387, "se": 0.0, "pvalue": null, "lower": -2.9605147909311387, "upper": -2.9605147909311387 }, { "event_time": -37, "estimate": -2.960514790931139, "se": 0.0, "pvalue": null, "lower": -2.960514790931139, "upper": -2.960514790931139 }, { "event_time": -36, "estimate": -2.960514790931139, "se": 0.0, "pvalue": null, "lower": -2.960514790931139, "upper": -2.960514790931139 }, { "event_time": -35, "estimate": -1.9736765272874368, "se": 0.0, "pvalue": null, "lower": -1.9736765272874368, "upper": -1.9736765272874368 }, { "event_time": -34, "estimate": -2.9605147909311396, "se": 0.0, "pvalue": null, "lower": -2.9605147909311396, "upper": -2.9605147909311396 }, { "event_time": -33, "estimate": -2.960514790931138, "se": 0.0, "pvalue": null, "lower": -2.960514790931138, "upper": -2.960514790931138 }, { "event_time": -32, "estimate": -2.960514790931139, "se": 0.0, "pvalue": null, "lower": -2.960514790931139, "upper": -2.960514790931139 }, { "event_time": -31, "estimate": -0.4934191318218978, "se": 0.0, "pvalue": null, "lower": -0.4934191318218978, "upper": -0.4934191318218978 }, { "event_time": -30, "estimate": -1.4802573954655982, "se": 0.0, "pvalue": null, "lower": -1.4802573954655982, "upper": -1.4802573954655982 }, { "event_time": -29, "estimate": -1.4802573954655978, "se": 0.0, "pvalue": null, "lower": -1.4802573954655978, "upper": -1.4802573954655978 }, { "event_time": -28, "estimate": -1.4802573954655938, "se": 0.0, "pvalue": null, "lower": -1.4802573954655938, "upper": -1.4802573954655938 }, { "event_time": -27, "estimate": -1.4802573954655962, "se": 0.0, "pvalue": null, "lower": -1.4802573954655962, "upper": -1.4802573954655962 }, { "event_time": -26, "estimate": -1.4802573954655922, "se": 0.0, "pvalue": null, "lower": -1.4802573954655922, "upper": -1.4802573954655922 }, { "event_time": -25, "estimate": -1.4802573954655973, "se": 6.713780845595574e-08, "pvalue": 1.0427606870570358e-49, "lower": -1.4802575542212875, "upper": -1.4802572367099072 }, { "event_time": -24, "estimate": -1.4802573954655975, "se": 0.0, "pvalue": null, "lower": -1.4802573954655975, "upper": -1.4802573954655975 }, { "event_time": -23, "estimate": -1.4802573954655995, "se": 0.0, "pvalue": null, "lower": -1.4802573954655995, "upper": -1.4802573954655995 }, { "event_time": -22, "estimate": -1.4802573954655975, "se": 0.0, "pvalue": null, "lower": -1.4802573954655975, "upper": -1.4802573954655975 }, { "event_time": -21, "estimate": -1.480257395465597, "se": 0.0, "pvalue": null, "lower": -1.480257395465597, "upper": -1.480257395465597 }, { "event_time": -20, "estimate": -1.4802573954655973, "se": 0.0, "pvalue": null, "lower": -1.4802573954655973, "upper": -1.4802573954655973 }, { "event_time": -19, "estimate": -1.4802573954655966, "se": 0.0, "pvalue": null, "lower": -1.4802573954655966, "upper": -1.4802573954655966 }, { "event_time": -18, "estimate": -1.480257395465596, "se": 1.1207860640156026e-07, "pvalue": 3.7676762744695064e-48, "lower": -1.4802576604893867, "upper": -1.4802571304418053 }, { "event_time": -17, "estimate": -1.4802573954655966, "se": 1.0905911355459911e-07, "pvalue": 3.1120621978244317e-48, "lower": -1.4802576533494214, "upper": -1.480257137581772 }, { "event_time": -16, "estimate": -1.480257395465595, "se": 1.486247581721049e-07, "pvalue": 2.716768615457124e-47, "lower": -1.4802577469073026, "upper": -1.4802570440238876 }, { "event_time": -15, "estimate": -1.480257395465597, "se": 1.0495877541342873e-07, "pvalue": 2.3798293141161258e-48, "lower": -1.4802576436536627, "upper": -1.4802571472775314 }, { "event_time": -14, "estimate": -0.49341913182189334, "se": 8.359364641712405e-08, "pvalue": 1.057976928219158e-45, "lower": -0.49341932948945694, "upper": -0.49341893415432975 }, { "event_time": -13, "estimate": -0.9868382636437442, "se": 3.3183584828627074e-08, "pvalue": 1.2838563869786121e-50, "lower": -0.9868383421104536, "upper": -0.9868381851770347 }, { "event_time": -12, "estimate": -4.485783654317205e-14, "se": 9.673026893408191e-08, "pvalue": 0.9999996429270018, "lower": -2.287307846424587e-07, "upper": 2.2873069492678564e-07 }, { "event_time": -11, "estimate": -0.4934191318218948, "se": 0.0, "pvalue": null, "lower": -0.4934191318218948, "upper": -0.4934191318218948 }, { "event_time": -10, "estimate": 0.49341913182180447, "se": 0.0, "pvalue": null, "lower": 0.49341913182180447, "upper": 0.49341913182180447 }, { "event_time": -9, "estimate": -4.424238753131249e-14, "se": 1.4775753823169505e-07, "pvalue": 0.9999997694474182, "lower": -3.493911025007016e-07, "upper": 3.4939101401592655e-07 }, { "event_time": -8, "estimate": -0.4934191318218947, "se": 1.3585492501012928e-07, "pvalue": 3.1680426320472257e-44, "lower": -0.49341945306774504, "upper": -0.4934188105760443 }, { "event_time": -7, "estimate": -0.9868382636437416, "se": 1.5304824178121445e-07, "pvalue": 5.6996967725123525e-46, "lower": -0.9868386255453258, "upper": -0.9868379017421575 }, { "event_time": -6, "estimate": -4.215436014528984e-14, "se": 1.2455934422565207e-08, "pvalue": 0.9999973941628592, "lower": -2.9453646766207194e-08, "upper": 2.9453562457486905e-08 }, { "event_time": -5, "estimate": -0.6167739147773545, "se": 0.5482374258432885, "pvalue": 0.2976743305782551, "lower": -1.913149427557195, "upper": 0.6796015980024859 }, { "event_time": -4, "estimate": 0.4934191318218076, "se": 1.8187155992533158e-07, "pvalue": 2.4412758234386316e-43, "lower": 0.4934187017639063, "upper": 0.49341956187970887 }, { "event_time": -3, "estimate": -1.110193046599229, "se": 0.16050748316218116, "pvalue": 0.00022787276686965773, "lower": -1.489732933846643, "upper": -0.7306531593518149 }, { "event_time": -2, "estimate": 1.4802573954655058, "se": 2.145500182283248e-07, "pvalue": 3.549068772522322e-46, "lower": 1.4802568881353295, "upper": 1.4802579027956821 }, { "event_time": 0, "estimate": 0.8634834806881946, "se": 0.5482374258433214, "pvalue": 0.15925441294872228, "lower": -0.43289203209172356, "upper": 2.159858993468113 }, { "event_time": 1, "estimate": 0.37006434886636874, "se": 0.16050748316222635, "pvalue": 0.05454005690347355, "lower": -0.009475538381152115, "upper": 0.7496042361138896 }, { "event_time": 2, "estimate": 0.37006434886634565, "se": 0.16050748316220037, "pvalue": 0.05454005690345513, "lower": -0.009475538381113757, "upper": 0.7496042361138051 }, { "event_time": 3, "estimate": -0.6167739147773557, "se": 0.16050748316221283, "pvalue": 0.0063526791783317825, "lower": -0.9963138020248445, "upper": -0.23723402752986678 }, { "event_time": 4, "estimate": -1.2335478295546671, "se": 0.18533807722128257, "pvalue": 0.00028900721501275145, "lower": -1.671802741695688, "upper": -0.7952929174136463 }, { "event_time": 5, "estimate": -1.7269669613765153, "se": 0.32101496632423526, "pvalue": 0.0010306937733924309, "lower": -2.4860467358710427, "upper": -0.9678871868819877 }, { "event_time": 6, "estimate": -1.2335478295546682, "se": 0.18533807722129936, "pvalue": 0.0002890072150129106, "lower": -1.6718027416957288, "upper": -0.7952929174136076 }, { "event_time": 7, "estimate": 0.24670956591088233, "se": 0.32101496632423704, "pvalue": 0.4673037821687518, "lower": -0.5123702085836495, "upper": 1.0057893404054141 }, { "event_time": 8, "estimate": -0.49341913182189284, "se": 2.1487285458447899e-07, "pvalue": 7.843938536576064e-43, "lower": -0.4934196399154558, "upper": -0.4934186237283299 }, { "event_time": 9, "estimate": -0.4934191318218927, "se": 0.5242152448606293, "pvalue": 0.37791438185598464, "lower": -1.7329912128739862, "upper": 0.7461529492302009 }, { "event_time": 10, "estimate": -4.321697939638722e-14, "se": 2.1496587239533755e-07, "pvalue": 0.9999998452017763, "lower": -5.083135583477944e-07, "upper": 5.083134719138356e-07 }, { "event_time": 11, "estimate": 0.4934191318218091, "se": 1.0484304897211847, "pvalue": 0.6522195190639184, "lower": -1.9857250302822032, "upper": 2.9725632939258215 }, { "event_time": 12, "estimate": 1.9736765272875065, "se": 2.0968609794423485, "pvalue": 0.37791438185596316, "lower": -2.9846117969204693, "upper": 6.931964851495482 }, { "event_time": 13, "estimate": 1.3157843515250398, "se": 1.3979073196282545, "pvalue": 0.37791438185595816, "lower": -1.9897411979469963, "upper": 4.621309900997076 }, { "event_time": 14, "estimate": 0.986838263643651, "se": 1.0484304897212475, "pvalue": 0.3779143818560412, "lower": -1.49230589846051, "upper": 3.465982425747812 }, { "event_time": 15, "estimate": -4.3709039005443576e-14, "se": 2.1021094584339601e-07, "pvalue": 0.9999998398979056, "lower": -4.970699442005906e-07, "upper": 4.970698567825125e-07 }, { "event_time": 16, "estimate": 0.986838263643652, "se": 1.0484304897211785, "pvalue": 0.37791438185601123, "lower": -1.4923058984603457, "upper": 3.4659824257476495 }, { "event_time": 17, "estimate": -4.663679705005975e-14, "se": 2.9099247725591303e-07, "pvalue": 0.9999998765963414, "lower": -6.880879153871906e-07, "upper": 6.880878221135964e-07 }, { "event_time": 18, "estimate": 2.9605147909310516, "se": 1.0484304897211882, "pvalue": 0.025634642819141764, "lower": 0.48137062882703097, "upper": 5.439658953035073 }, { "event_time": 19, "estimate": 0.9868382636436495, "se": 1.0484304897212364, "pvalue": 0.37791438185603693, "lower": -1.4923058984604853, "upper": 3.465982425747784 }, { "event_time": 20, "estimate": 1.9736765272873513, "se": 2.09686097944235, "pvalue": 0.3779143818559988, "lower": -2.984611796920627, "upper": 6.93196485149533 }, { "event_time": 21, "estimate": 1.9736765272873522, "se": 2.0968609794423436, "pvalue": 0.37791438185599746, "lower": -2.984611796920612, "upper": 6.931964851495316 }, { "event_time": 22, "estimate": 0.4934191318217983, "se": 1.2293937230169494, "pvalue": 0.7001312014089658, "lower": -2.413635080380022, "upper": 3.4004733440236183 }, { "event_time": 23, "estimate": -4.62705115683052e-14, "se": 3.524636511275111e-07, "pvalue": 0.9999998989186469, "lower": -8.334441435315626e-07, "upper": 8.334440509905394e-07 }, { "event_time": 24, "estimate": -1.3608891244717503e-13, "se": 0.0, "pvalue": null, "lower": -1.3608891244717503e-13, "upper": -1.3608891244717503e-13 }, { "event_time": 25, "estimate": 0.9868382636436518, "se": 1.0484304897211798, "pvalue": 0.3779143818560118, "lower": -1.4923058984603488, "upper": 3.4659824257476526 }, { "event_time": 26, "estimate": 0.9868382636437506, "se": 1.0484304897212664, "pvalue": 0.37791438185600396, "lower": -1.492305898460455, "upper": 3.465982425747956 }, { "event_time": 27, "estimate": 0.4934191318218003, "se": 1.2293937230169225, "pvalue": 0.7001312014089585, "lower": -2.413635080379956, "upper": 3.400473344023557 }, { "event_time": 28, "estimate": 0.4934191318217997, "se": 1.2293937230169205, "pvalue": 0.7001312014089582, "lower": -2.4136350803799527, "upper": 3.4004733440235517 }, { "event_time": 29, "estimate": 1.9736765272873498, "se": 3.230640921790415e-07, "pvalue": 8.31503722004253e-46, "lower": 1.9736757633621627, "upper": 1.9736772912125369 }, { "event_time": 30, "estimate": 1.973676527287349, "se": 2.0968609794423876, "pvalue": 0.37791438185600734, "lower": -2.984611796920719, "upper": 6.931964851495417 }, { "event_time": 31, "estimate": 0.9868382636436479, "se": 2.2240569266537635, "pvalue": 0.6706427483185354, "lower": -4.272220682044755, "upper": 6.245897209332051 }, { "event_time": 32, "estimate": 1.9736765272873558, "se": 1.6577141579423698, "pvalue": 0.27261459277431094, "lower": -1.9461945727918826, "upper": 5.893547627366594 }, { "event_time": 33, "estimate": 1.9736765272873495, "se": 2.0968609794423765, "pvalue": 0.3779143818560051, "lower": -2.984611796920692, "upper": 6.93196485149539 }, { "event_time": 34, "estimate": 0.9868382636436501, "se": 1.048430489721213, "pvalue": 0.3779143818560269, "lower": -1.4923058984604296, "upper": 3.46598242574773 }, { "event_time": 35, "estimate": 0.9868382636436496, "se": 1.0484304897212113, "pvalue": 0.37791438185602616, "lower": -1.4923058984604256, "upper": 3.465982425747725 }, { "event_time": 36, "estimate": 1.9736765272873495, "se": 2.0968609794423716, "pvalue": 0.37791438185600396, "lower": -2.9846117969206802, "upper": 6.93196485149538 }, { "event_time": 37, "estimate": -4.991841896549577e-14, "se": 3.2107304964603256e-07, "pvalue": 0.9999998802878999, "lower": -7.592171696442814e-07, "upper": 7.592170698074435e-07 }, { "event_time": 38, "estimate": 1.97367652728735, "se": 2.0968609794423534, "pvalue": 0.3779143818559998, "lower": -2.984611796920637, "upper": 6.931964851495337 } ] }, "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, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0, 34.0, 35.0, 36.0, 37.0, 38.0 ], "weights": [ 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.038461538461538464, 0.028846153846153848, 0.028846153846153848, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232, 0.019230769230769232 ], "weighting": "observations" }, "checks": { "did2s_vs_direct_imputation_max_post_difference": 6.661338147750939e-16, "package_aggregate_vs_estimable_cell_weights": 2.220446049250313e-16, "saturated_vs_deviations_relative_rss_difference": 2.0587958437875878e-16 }, "inference": { "standard_errors": "Cluster-robust; did2s uses two-stage covariance", "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom" }, "f_test": { "F": 7.937047672885034, "df_num": 24, "df_den": 276, "pvalue": 2.874202670498193e-20, "log10_pvalue": -19.541482611436418, "inference": "Homoskedastic nested-model F", "observations": 560, "design_columns": 207, "restricted_design_columns": 183, "fixed_effect_rank": 77, "covariance_rank": 24, "rss_unrestricted": 138.0501593500223, "rss_restricted": 233.32935030745733, "test_horizon": null, "reference_cohort": 32, "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.-58.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-57.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-56.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-55.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-54.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-53.0]" ], "data": [ [ -0.12321428571428572, 0.0017857142857142878, -0.12142857142857144, 0.003571428571428575, 0.003571428571428574, 0.003571428571428574 ], [ 0.0017857142857142878, -0.12321428571428572, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574, 0.003571428571428574 ], [ 0.0017857142857142878, 0.0017857142857142878, -0.12142857142857144, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574 ], [ 0.0017857142857142878, 0.0017857142857142878, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574, -0.12142857142857144 ], [ 0.0017857142857142878, 0.0017857142857142878, 0.003571428571428575, 0.003571428571428575, -0.12142857142857144, 0.003571428571428574 ] ] }, "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_57,ref=-1.0)+i(rel_time,cohort_dummy_59,ref=-1.0)|unit+time_fe", "restriction_names": [ "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_57", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_59", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_59" ], "deviations": [ { "event_time": -56.0, "cohort": 57, "estimate": 5.92102958186222 }, { "event_time": -55.0, "cohort": 57, "estimate": 5.921029581862188 }, { "event_time": -54.0, "cohort": 57, "estimate": 5.921029581862205 }, { "event_time": -53.0, "cohort": 57, "estimate": 5.921029581862222 }, { "event_time": -52.0, "cohort": 57, "estimate": 5.921029581862181 }, { "event_time": -51.0, "cohort": 57, "estimate": 5.921029581862227 }, { "event_time": -50.0, "cohort": 57, "estimate": 5.921029581862217 }, { "event_time": -49.0, "cohort": 57, "estimate": 3.9473530545748092 }, { "event_time": -48.0, "cohort": 57, "estimate": 5.921029581862199 }, { "event_time": -47.0, "cohort": 57, "estimate": 5.921029581862207 }, { "event_time": -46.0, "cohort": 57, "estimate": 5.921029581862233 }, { "event_time": -45.0, "cohort": 57, "estimate": 5.921029581862209 }, { "event_time": -44.0, "cohort": 57, "estimate": 5.921029581862196 }, { "event_time": -43.0, "cohort": 57, "estimate": 5.921029581862205 }, { "event_time": -42.0, "cohort": 57, "estimate": 5.921029581862204 }, { "event_time": -41.0, "cohort": 57, "estimate": 5.921029581862221 }, { "event_time": -40.0, "cohort": 57, "estimate": 5.921029581862226 }, { "event_time": -39.0, "cohort": 57, "estimate": 5.921029581862204 }, { "event_time": -38.0, "cohort": 57, "estimate": 5.921029581862207 }, { "event_time": -37.0, "cohort": 57, "estimate": 5.921029581862232 }, { "event_time": -36.0, "cohort": 57, "estimate": 5.9210295818622045 }, { "event_time": -35.0, "cohort": 57, "estimate": 3.9473530545747915 }, { "event_time": -34.0, "cohort": 57, "estimate": 5.921029581862207 }, { "event_time": -33.0, "cohort": 57, "estimate": 5.921029581862226 }, { "event_time": -32.0, "cohort": 57, "estimate": 5.921029581862233 }, { "event_time": -31.0, "cohort": 57, "estimate": 1.973676527287401 }, { "event_time": -30.0, "cohort": 57, "estimate": 2.1094237467877974e-15 }, { "event_time": -29.0, "cohort": 57, "estimate": 1.609823385706477e-14 }, { "event_time": -28.0, "cohort": 57, "estimate": 1.2045919817182948e-14 }, { "event_time": -27.0, "cohort": 57, "estimate": 4.274358644806853e-15 }, { "event_time": -26.0, "cohort": 57, "estimate": -2.743638649604918e-14 }, { "event_time": -25.0, "cohort": 57, "estimate": -2.220446049250313e-15 }, { "event_time": -24.0, "cohort": 57, "estimate": 2.4863791581175576e-14 }, { "event_time": -23.0, "cohort": 57, "estimate": 1.9692580899288714e-14 }, { "event_time": -22.0, "cohort": 57, "estimate": 1.0269562977782698e-15 }, { "event_time": -21.0, "cohort": 57, "estimate": -1.7541523789077473e-14 }, { "event_time": -20.0, "cohort": 57, "estimate": 1.1934897514720433e-14 }, { "event_time": -19.0, "cohort": 57, "estimate": 1.7041923427996153e-14 }, { "event_time": -18.0, "cohort": 57, "estimate": 1.2601031329495527e-14 }, { "event_time": -17.0, "cohort": 57, "estimate": -3.3306690738754696e-16 }, { "event_time": -16.0, "cohort": 57, "estimate": -3.9968028886505635e-15 }, { "event_time": -15.0, "cohort": 57, "estimate": 2.8727020762175925e-15 }, { "event_time": -14.0, "cohort": 57, "estimate": 3.9473530545748026 }, { "event_time": -13.0, "cohort": 57, "estimate": -3.4416913763379853e-15 }, { "event_time": -12.0, "cohort": 57, "estimate": -2.275957200481571e-15 }, { "event_time": -11.0, "cohort": 57, "estimate": 1.973676527287399 }, { "event_time": -10.0, "cohort": 57, "estimate": 3.947353054574822 }, { "event_time": -9.0, "cohort": 57, "estimate": 1.9736765272873815 }, { "event_time": -8.0, "cohort": 57, "estimate": 1.9736765272873953 }, { "event_time": -7.0, "cohort": 57, "estimate": 1.973676527287393 }, { "event_time": -6.0, "cohort": 57, "estimate": 1.7208456881689926e-14 }, { "event_time": -5.0, "cohort": 57, "estimate": 0.9868382636437047 }, { "event_time": -4.0, "cohort": 57, "estimate": 1.9736765272874093 }, { "event_time": -3.0, "cohort": 57, "estimate": -0.49341913182184455 }, { "event_time": -2.0, "cohort": 57, "estimate": 1.973676527287406 }, { "event_time": 0.0, "cohort": 57, "estimate": -0.9868382636436941 }, { "event_time": 1.0, "cohort": 57, "estimate": 1.9736765272874037 }, { "event_time": 2.0, "cohort": 57, "estimate": -0.4934191318218413 }, { "event_time": 3.0, "cohort": 57, "estimate": -0.4934191318218547 }, { "event_time": 4.0, "cohort": 57, "estimate": 3.497202527569243e-15 }, { "event_time": 5.0, "cohort": 57, "estimate": 3.885780586188048e-16 }, { "event_time": 6.0, "cohort": 57, "estimate": -0.9868382636437021 }, { "event_time": 7.0, "cohort": 57, "estimate": 4.934191318218491 }, { "event_time": 8.0, "cohort": 57, "estimate": -2.1649348980190553e-15 }, { "event_time": 9.0, "cohort": 57, "estimate": -0.9868382636436945 }, { "event_time": 10.0, "cohort": 57, "estimate": -1.4988010832439613e-15 }, { "event_time": 11.0, "cohort": 57, "estimate": -3.947353054574786 }, { "event_time": 12.0, "cohort": 57, "estimate": -2.960514790931097 }, { "event_time": 13.0, "cohort": 57, "estimate": -1.9736765272873977 }, { "event_time": -31.0, "cohort": 59, "estimate": -3.9473530545748177 }, { "event_time": -30.0, "cohort": 59, "estimate": -5.9210295818622125 }, { "event_time": -29.0, "cohort": 59, "estimate": -5.921029581862202 }, { "event_time": -28.0, "cohort": 59, "estimate": -5.921029581862214 }, { "event_time": -27.0, "cohort": 59, "estimate": -5.921029581862211 }, { "event_time": -26.0, "cohort": 59, "estimate": -5.921029581862228 }, { "event_time": -25.0, "cohort": 59, "estimate": -5.921029581862217 }, { "event_time": -24.0, "cohort": 59, "estimate": -5.921029581862186 }, { "event_time": -23.0, "cohort": 59, "estimate": -5.921029581862218 }, { "event_time": -22.0, "cohort": 59, "estimate": -5.921029581862218 }, { "event_time": -21.0, "cohort": 59, "estimate": -5.921029581862234 }, { "event_time": -20.0, "cohort": 59, "estimate": -5.921029581862211 }, { "event_time": -19.0, "cohort": 59, "estimate": -5.921029581862212 }, { "event_time": -18.0, "cohort": 59, "estimate": -5.921029581862229 }, { "event_time": -17.0, "cohort": 59, "estimate": -5.9210295818622285 }, { "event_time": -16.0, "cohort": 59, "estimate": -5.921029581862217 }, { "event_time": -15.0, "cohort": 59, "estimate": -5.921029581862223 }, { "event_time": -14.0, "cohort": 59, "estimate": -5.9210295818622045 }, { "event_time": -13.0, "cohort": 59, "estimate": -3.9473530545748243 }, { "event_time": -12.0, "cohort": 59, "estimate": -3.952393967665557e-14 }, { "event_time": -11.0, "cohort": 59, "estimate": -3.947353054574812 }, { "event_time": -10.0, "cohort": 59, "estimate": -1.9736765272874117 }, { "event_time": -9.0, "cohort": 59, "estimate": -1.97367652728743 }, { "event_time": -8.0, "cohort": 59, "estimate": -3.9473530545748114 }, { "event_time": -7.0, "cohort": 59, "estimate": -5.921029581862211 }, { "event_time": -6.0, "cohort": 59, "estimate": -4.440892098500626e-16 }, { "event_time": -5.0, "cohort": 59, "estimate": -7.401286977327757 }, { "event_time": -4.0, "cohort": 59, "estimate": -7.327471962526033e-15 }, { "event_time": -3.0, "cohort": 59, "estimate": -3.9473530545748265 }, { "event_time": -2.0, "cohort": 59, "estimate": 3.947353054574768 }, { "event_time": 0.0, "cohort": 59, "estimate": 0.4934191318218315 }, { "event_time": 1.0, "cohort": 59, "estimate": -0.493419131821883 }, { "event_time": 2.0, "cohort": 59, "estimate": 1.973676527287381 }, { "event_time": 3.0, "cohort": 59, "estimate": -1.973676527287422 }, { "event_time": 4.0, "cohort": 59, "estimate": -4.934191318218512 }, { "event_time": 5.0, "cohort": 59, "estimate": -6.907867845505907 }, { "event_time": 6.0, "cohort": 59, "estimate": -3.9473530545748208 }, { "event_time": 7.0, "cohort": 59, "estimate": -3.9473530545748208 }, { "event_time": 8.0, "cohort": 59, "estimate": -1.973676527287422 }, { "event_time": 9.0, "cohort": 59, "estimate": -4.934191318218521 }, { "event_time": 10.0, "cohort": 59, "estimate": -2.9753977059954195e-14 }, { "event_time": 11.0, "cohort": 59, "estimate": -9.868382636437005 } ] } } }, "code_sha256": { "replication_engine.py": "a84197989fc6e453d28f8a12b14fdabaee204780a523db7d585b9004c6231de4", "reference_f_test.py": "26f3d65e1ff59d46f05bb28011b2ed34b9ee150f04c47c144dd6836a4d75d6f0", "sparse_did2s.py": "a348042269b0077dd2916898779f992f0b5fc2971edfee8b0118d3af715eaafb" } } } ]