Corruption as a Local Advantage

All papers and comparison plots · Results JSON · Quarto source

57 of 90 registered specifications have estimates. Every registered specification appears below.

Rexer (2025), AER. https://doi.org/10.1257/aer.20220528

Data and estimation

Outcomes are divided by their unweighted source-sample standard deviation (ddof=1), before exclusions; they are not centered. Treatment adoption is the first observed treated period. Models share an eligible sample, fixed effects, controls and weights. Initially treated units, missing −1 baselines and unsupported untreated-outcome predictions are removed. For switching treatments, untreated rows after first adoption are removed. Exact counts and settings are in the JSON.

Static TWFE uses the treatment indicator. Dynamic TWFE omits event time −1. BJS/did2s fits untreated outcomes, then averages imputation residuals. Sun–Abraham estimates cohort-by-event-time effects. The three dynamic estimates share post-period aggregation weights. Event-study tails are unbinned. These are common-sample reruns, not Peter’s original estimator-specific sample and tail-binning rules.

The homogeneity test restricts identified cohort deviations at positive event times to zero; leads and event time 0 remain unrestricted. It is a homoskedastic nested-model F-test. Estimate intervals are separately cluster-robust, with the did2s two-stage correction. Large panels use algebraically equivalent sparse regressions; backend and validation results are recorded in JSON.

Adoption timing

Treatment adoption timing

S22-P026: seeded sample of 100 of 216 eligible units. Purple untreated; yellow treated; white unobserved. Calendar periods follow the configured time grid. Each specification uses its own full eligible sample.

Specification Status F_pvalue Static TWFE Dynamic TWFE BJS / did2s Sun–Abraham
S22-P001 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P002 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P003 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P004 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P005 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P006 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P007 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P008 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P009 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P010 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P011 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P012 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P013 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P014 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P015 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P016 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P017 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P018 Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle. — — — — —
S22-P019 estimated 0.9429 -0.09881 -0.2287 -0.1072 -0.197
S22-P020 estimated 0.998 -0.08183 -0.141 -0.07132 -0.1044
S22-P021 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P022 estimated 0.9955 -0.1711 -0.1952 -0.1251 -0.1515
S22-P023 estimated 0.7587 -0.22 -0.1345 -0.2669 -0.201
S22-P024 estimated 0.7283 -0.1489 -0.07266 -0.1636 -0.1065
S22-P025 estimated 0.4844 -0.223 -0.2695 -0.2268 -0.203
S22-P026 estimated 0.1139 -0.292 -0.2598 -0.2997 -0.2152
S22-P027 estimated 0.859 -0.167 -0.003793 -0.1981 -0.03731
S22-P028 estimated 0.1255 -0.152 0.003823 -0.199 0.002594
S22-P029 estimated 0.9703 -0.09496 -0.08086 -0.09171 -0.1069
S22-P030 estimated 0.724 -0.09128 -0.005191 -0.08972 -0.06459
S22-P031 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P032 estimated 0.7413 -0.1265 -0.02806 -0.1217 -0.08543
S22-P033 estimated 0.8827 -0.1665 -0.04669 -0.1991 -0.08625
S22-P034 estimated 0.5287 -0.07279 0.03788 -0.0951 0.01704
S22-P035 estimated 0.8494 -0.1246 -0.2277 -0.1263 -0.2018
S22-P036 estimated 0.9998 -0.04393 -0.0596 -0.02537 -0.05883
S22-P037 estimated 0.975 -0.1628 -0.1342 -0.08497 -0.1145
S22-P038 estimated 0.8437 -0.2197 -0.1202 -0.2711 -0.1907
S22-P039 estimated 0.7607 -0.1796 -0.1154 -0.2165 -0.1414
S22-P040 estimated 0.019 -0.2606 -0.1986 -0.2641 -0.2061
S22-P041 estimated 0.0006513 -0.2799 -0.1728 -0.2813 -0.1971
S22-P042 estimated 0.834 -0.1991 -0.082 -0.2463 -0.1032
S22-P043 estimated 0.4099 -0.1011 0.0004048 -0.1395 -0.01307
S22-P044 estimated 0.7996 -0.1084 -0.1179 -0.08396 -0.1197
S22-P045 estimated 0.3781 -0.1057 -0.04284 -0.08699 -0.07583
S22-P046 estimated 0.3284 -0.1463 -0.05697 -0.129 -0.08618
S22-P047 estimated 0.9828 -0.1483 0.004154 -0.1548 -0.04562
S22-P048 estimated 0.8746 -0.08215 0.03559 -0.08157 0.004459
S22-P049 estimated 1 0.1626 0.1667 0.2178 0.1755
S22-P050 estimated 0.993 0.1061 0.1874 0.1681 0.2003
S22-P051 estimated 0.9996 0.1791 0.1734 0.2885 0.1811
S22-P052 estimated 0.9905 0.2959 0.4353 0.3484 0.4552
S22-P053 estimated 0.7241 -0.2628 -0.2632 -0.2626 -0.2133
S22-P054 estimated 0.02261 -0.317 -0.2309 -0.3178 -0.2263
S22-P055 estimated 0.7349 -0.1688 -0.1484 -0.135 -0.1444
S22-P056 estimated 0.9169 -0.2166 -0.2773 -0.1804 -0.2444
S22-P057 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P058 estimated 0.0005341 -0.3045 -0.1807 -0.3 -0.1891
S22-P059 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P060 estimated 0.2731 0.0954 0.1636 0.1613 0.1735
S22-P061 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P062 estimated 0.8243 0.3068 0.2721 0.4932 -0.01132
S22-P063 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P064 estimated 0.8319 0.4226 0.7342 0.4574 1.074
S22-P065 estimated 0.1737 -0.08619 -0.1645 -0.07761 -0.1482
S22-P066 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P067 estimated 2.371e-07 0.2067 0.3887 0.1829 0.3502
S22-P068 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P069 estimated 4.967e-12 0.2616 0.4734 0.2265 0.3869
S22-P070 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P071 estimated 1.121e-12 0.2911 0.4923 0.2522 0.4348
S22-P072 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P073 estimated 3.317e-14 0.3339 0.5287 0.3115 0.4196
S22-P074 estimated 0.986 -0.2217 -0.1894 -0.3222 -0.2434
S22-P075 estimated 0.6619 -0.2577 -0.2797 -0.4032 -0.3443
S22-P076 estimated 0.8 0.2979 0.3167 0.2573 0.3446
S22-P077 estimated 0.8576 0.3349 0.2381 0.1619 0.2767
S22-P078 estimated 0.9999 0.3211 0.2393 0.197 0.07573
S22-P079 estimated 0.9974 0.311 0.2449 0.2738 0.1791
S22-P080 estimated 0.8075 0.04701 -0.07293 -0.1036 -0.103
S22-P081 estimated 0.9744 0.4604 0.4431 0.3953 0.5067
S22-P082 estimated 0.7147 -0.1728 -0.1373 -0.1445 -0.1364
S22-P083 estimated 0.4859 -0.1549 -0.1396 -0.1328 -0.1
S22-P084 estimated 0.9384 0.2575 0.2098 0.1558 0.1607
S22-P085 estimated 0.8014 0.6055 0.4007 0.4847 0.3275
S22-P086 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P087 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P088 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P089 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —
S22-P090 The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls. — — — — —

Specifications

Open a specification for its estimates, event studies and homogeneity test. Plots display −10 through 10; JSON contains the full paths. Large-panel intervals are calculated over the displayed window.

S22-P001 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FELGA-TRDI-SFULL

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P002 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FELGA-TRDI-SONSHORE

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P003 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FELGA-TRDINNPC-SFULL

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P004 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FELGA-TRDINNPC-SONSHORE

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P005 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FELGA-TRNNPC-SFULL

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P006 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FELGA-TRNNPC-SONSHORE

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P007 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FENONE-TRDI-SFULL

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P008 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FENONE-TRDI-SONSHORE

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P009 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FENONE-TRDINNPC-SFULL

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P010 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FENONE-TRDINNPC-SONSHORE

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P011 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FENONE-TRNNPC-SFULL

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P012 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FENONE-TRNNPC-SONSHORE

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P013 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FESTATE-TRDI-SFULL

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P014 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FESTATE-TRDI-SONSHORE

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P015 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FESTATE-TRDINNPC-SFULL

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P016 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FESTATE-TRDINNPC-SONSHORE

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P017 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FESTATE-TRNNPC-SFULL

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P018 · REXER-F4-THEFT-CTRLFIELD-SHNONE-FESTATE-TRNNPC-SONSHORE

Required field-characteristic controls numwells, first_year, onsh and analog_depth are absent from the supplied bundle.

S22-P019 · REXER-F4-THEFT-CTRLNONE-SHNONE-FELGA-TRDI-SFULL

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 2,998; fitted rows: 2,893; units: 279; clusters: 279; treated cohorts: 6. Source outcome SD: 19.93943.

method estimate se lower upper
Static TWFE -0.098811 0.041534 -0.18057 -0.017049
Dynamic TWFE -0.22874 0.091245 -0.40836 -0.049122
BJS / did2s -0.10722 0.041495 -0.18891 -0.025537
Sun–Abraham -0.19702 0.070508 -0.33582 -0.058224

Post-period weighting: observations. Homogeneity F(18, 2187) = 0.535; p = 0.9429.

TWFE, imputation, saturated event studies and cohort deviations
S22-P020 · REXER-F4-THEFT-CTRLNONE-SHNONE-FELGA-TRDI-SONSHORE

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 2,099; fitted rows: 1,913; units: 180; clusters: 180; treated cohorts: 4. Source outcome SD: 22.5682.

method estimate se lower upper
Static TWFE -0.081828 0.04814 -0.17682 0.013166
Dynamic TWFE -0.14098 0.10811 -0.35431 0.072349
BJS / did2s -0.07132 0.039656 -0.14957 0.0069334
Sun–Abraham -0.1044 0.074134 -0.25069 0.041888

Post-period weighting: observations. Homogeneity F(10, 1370) = 0.1739; p = 0.998.

TWFE, imputation, saturated event studies and cohort deviations
S22-P021 · REXER-F4-THEFT-CTRLNONE-SHNONE-FELGA-TRDINNPC-SFULL

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P022 · REXER-F4-THEFT-CTRLNONE-SHNONE-FELGA-TRDINNPC-SONSHORE

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 2,099; fitted rows: 1,762; units: 161; clusters: 161; treated cohorts: 5. Source outcome SD: 22.5682.

method estimate se lower upper
Static TWFE -0.17108 0.097064 -0.36277 0.020612
Dynamic TWFE -0.19515 0.11935 -0.43085 0.040554
BJS / did2s -0.12514 0.069199 -0.2618 0.011524
Sun–Abraham -0.15152 0.088863 -0.32702 0.023972

Post-period weighting: observations. Homogeneity F(10, 1251) = 0.2101; p = 0.9955.

TWFE, imputation, saturated event studies and cohort deviations
S22-P023 · REXER-F4-THEFT-CTRLNONE-SHNONE-FELGA-TRNNPC-SFULL

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 2,998; fitted rows: 2,750; units: 257; clusters: 257; treated cohorts: 5. Source outcome SD: 19.93943.

method estimate se lower upper
Static TWFE -0.22004 0.12222 -0.46073 0.020647
Dynamic TWFE -0.13448 0.1122 -0.35543 0.086476
BJS / did2s -0.26695 0.13796 -0.53863 0.0047347
Sun–Abraham -0.20098 0.11517 -0.42778 0.02581

Post-period weighting: observations. Homogeneity F(9, 2083) = 0.6455; p = 0.7587.

TWFE, imputation, saturated event studies and cohort deviations
S22-P024 · REXER-F4-THEFT-CTRLNONE-SHNONE-FELGA-TRNNPC-SONSHORE

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 2,099; fitted rows: 1,916; units: 175; clusters: 175; treated cohorts: 3. Source outcome SD: 22.5682.

method estimate se lower upper
Static TWFE -0.14886 0.13817 -0.42156 0.12384
Dynamic TWFE -0.072665 0.12766 -0.32463 0.1793
BJS / did2s -0.16356 0.14858 -0.45681 0.12969
Sun–Abraham -0.10647 0.13641 -0.3757 0.16276

Post-period weighting: observations. Homogeneity F(1, 1381) = 0.1207; p = 0.7283.

TWFE, imputation, saturated event studies and cohort deviations
S22-P025 · REXER-F4-THEFT-CTRLNONE-SHNONE-FENONE-TRDI-SFULL

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 3,173; fitted rows: 3,167; units: 303; clusters: 303; treated cohorts: 6. Source outcome SD: 19.570499.

method estimate se lower upper
Static TWFE -0.22301 0.037222 -0.29626 -0.14977
Dynamic TWFE -0.26945 0.088516 -0.44364 -0.095267
BJS / did2s -0.22676 0.038058 -0.30165 -0.15187
Sun–Abraham -0.20304 0.050849 -0.3031 -0.10297

Post-period weighting: observations. Homogeneity F(18, 2794) = 0.9763; p = 0.4844.

TWFE, imputation, saturated event studies and cohort deviations
S22-P026 · REXER-F4-THEFT-CTRLNONE-SHNONE-FENONE-TRDI-SONSHORE

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 2,291; fitted rows: 2,285; units: 216; clusters: 216; treated cohorts: 5. Source outcome SD: 21.965037.

method estimate se lower upper
Static TWFE -0.29196 0.041871 -0.37449 -0.20943
Dynamic TWFE -0.25983 0.082187 -0.42182 -0.097831
BJS / did2s -0.29972 0.042891 -0.38426 -0.21518
Sun–Abraham -0.21522 0.049852 -0.31348 -0.11696

Post-period weighting: observations. Homogeneity F(12, 2009) = 1.508; p = 0.1139.

TWFE, imputation, saturated event studies and cohort deviations
S22-P027 · REXER-F4-THEFT-CTRLNONE-SHNONE-FENONE-TRNNPC-SFULL

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 3,173; fitted rows: 2,906; units: 272; clusters: 272; treated cohorts: 5. Source outcome SD: 19.570499.

method estimate se lower upper
Static TWFE -0.16701 0.059446 -0.28404 -0.049975
Dynamic TWFE -0.0037927 0.053907 -0.10992 0.10234
BJS / did2s -0.19808 0.054752 -0.30587 -0.090284
Sun–Abraham -0.037306 0.051772 -0.13923 0.06462

Post-period weighting: observations. Homogeneity F(9, 2574) = 0.5229; p = 0.859.

TWFE, imputation, saturated event studies and cohort deviations
S22-P028 · REXER-F4-THEFT-CTRLNONE-SHNONE-FENONE-TRNNPC-SONSHORE

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 2,291; fitted rows: 2,096; units: 193; clusters: 193; treated cohorts: 3. Source outcome SD: 21.965037.

method estimate se lower upper
Static TWFE -0.15203 0.070866 -0.2918 -0.012253
Dynamic TWFE 0.0038226 0.059892 -0.11431 0.12195
BJS / did2s -0.19902 0.058976 -0.31534 -0.082692
Sun–Abraham 0.0025937 0.057823 -0.11146 0.11664

Post-period weighting: observations. Homogeneity F(1, 1863) = 2.349; p = 0.1255.

TWFE, imputation, saturated event studies and cohort deviations
S22-P029 · REXER-F4-THEFT-CTRLNONE-SHNONE-FESTATE-TRDI-SFULL

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 3,173; fitted rows: 3,167; units: 303; clusters: 303; treated cohorts: 6. Source outcome SD: 19.570499.

method estimate se lower upper
Static TWFE -0.094962 0.038049 -0.16984 -0.020086
Dynamic TWFE -0.080864 0.098525 -0.27475 0.11302
BJS / did2s -0.091709 0.039051 -0.16856 -0.014862
Sun–Abraham -0.10691 0.061659 -0.22825 0.014428

Post-period weighting: observations. Homogeneity F(18, 2724) = 0.4714; p = 0.9703.

TWFE, imputation, saturated event studies and cohort deviations
S22-P030 · REXER-F4-THEFT-CTRLNONE-SHNONE-FESTATE-TRDI-SONSHORE

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 2,291; fitted rows: 2,285; units: 216; clusters: 216; treated cohorts: 5. Source outcome SD: 21.965037.

method estimate se lower upper
Static TWFE -0.091278 0.038194 -0.16656 -0.015994
Dynamic TWFE -0.0051908 0.096705 -0.1958 0.18542
BJS / did2s -0.089721 0.038311 -0.16524 -0.014208
Sun–Abraham -0.064593 0.061373 -0.18556 0.056377

Post-period weighting: observations. Homogeneity F(12, 1939) = 0.729; p = 0.724.

TWFE, imputation, saturated event studies and cohort deviations
S22-P031 · REXER-F4-THEFT-CTRLNONE-SHNONE-FESTATE-TRDINNPC-SFULL

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P032 · REXER-F4-THEFT-CTRLNONE-SHNONE-FESTATE-TRDINNPC-SONSHORE

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 2,291; fitted rows: 2,085; units: 192; clusters: 192; treated cohorts: 6. Source outcome SD: 21.965037.

method estimate se lower upper
Static TWFE -0.12649 0.043364 -0.21203 -0.04096
Dynamic TWFE -0.028061 0.096274 -0.21796 0.16184
BJS / did2s -0.1217 0.042327 -0.20519 -0.038217
Sun–Abraham -0.085429 0.062072 -0.20786 0.037005

Post-period weighting: observations. Homogeneity F(12, 1763) = 0.7118; p = 0.7413.

TWFE, imputation, saturated event studies and cohort deviations
S22-P033 · REXER-F4-THEFT-CTRLNONE-SHNONE-FESTATE-TRNNPC-SFULL

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 3,173; fitted rows: 2,895; units: 271; clusters: 271; treated cohorts: 5. Source outcome SD: 19.570499.

method estimate se lower upper
Static TWFE -0.16655 0.073742 -0.31173 -0.021365
Dynamic TWFE -0.04669 0.075786 -0.1959 0.10252
BJS / did2s -0.19907 0.081528 -0.35958 -0.038559
Sun–Abraham -0.086252 0.068228 -0.22058 0.048075

Post-period weighting: observations. Homogeneity F(9, 2504) = 0.4894; p = 0.8827.

TWFE, imputation, saturated event studies and cohort deviations
S22-P034 · REXER-F4-THEFT-CTRLNONE-SHNONE-FESTATE-TRNNPC-SONSHORE

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 2,291; fitted rows: 2,085; units: 192; clusters: 192; treated cohorts: 3. Source outcome SD: 21.965037.

method estimate se lower upper
Static TWFE -0.07279 0.068635 -0.20817 0.06259
Dynamic TWFE 0.037878 0.072274 -0.10468 0.18044
BJS / did2s -0.095101 0.077346 -0.24766 0.057462
Sun–Abraham 0.017044 0.076952 -0.13474 0.16883

Post-period weighting: observations. Homogeneity F(1, 1793) = 0.397; p = 0.5287.

TWFE, imputation, saturated event studies and cohort deviations
S22-P035 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FELGA-TRDI-SFULL

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FELGA-TRDI-SFULL

Source rows: 2,998; fitted rows: 2,893; units: 279; clusters: 279; treated cohorts: 6. Source outcome SD: 19.93943.

method estimate se lower upper
Static TWFE -0.12464 0.049849 -0.22277 -0.026505
Dynamic TWFE -0.22773 0.10121 -0.42695 -0.0285
BJS / did2s -0.1263 0.048368 -0.22151 -0.031085
Sun–Abraham -0.20175 0.079495 -0.35824 -0.045264

Post-period weighting: observations. Homogeneity F(18, 2147) = 0.6637; p = 0.8494.

TWFE, imputation, saturated event studies and cohort deviations
S22-P036 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FELGA-TRDI-SONSHORE

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FELGA-TRDI-SONSHORE

Source rows: 2,099; fitted rows: 1,913; units: 180; clusters: 180; treated cohorts: 4. Source outcome SD: 22.5682.

method estimate se lower upper
Static TWFE -0.043926 0.067752 -0.17762 0.08977
Dynamic TWFE -0.059597 0.13458 -0.32516 0.20597
BJS / did2s -0.025373 0.061864 -0.14745 0.096703
Sun–Abraham -0.058831 0.094675 -0.24565 0.12799

Post-period weighting: observations. Homogeneity F(10, 1330) = 0.1013; p = 0.9998.

TWFE, imputation, saturated event studies and cohort deviations
S22-P037 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FELGA-TRDINNPC-SONSHORE

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FELGA-TRDINNPC-SONSHORE

Source rows: 2,099; fitted rows: 1,762; units: 161; clusters: 161; treated cohorts: 5. Source outcome SD: 22.5682.

method estimate se lower upper
Static TWFE -0.16284 0.13256 -0.42463 0.098956
Dynamic TWFE -0.13415 0.15448 -0.43924 0.17093
BJS / did2s -0.084973 0.10536 -0.29304 0.12309
Sun–Abraham -0.11446 0.11513 -0.34183 0.11291

Post-period weighting: observations. Homogeneity F(10, 1211) = 0.3241; p = 0.975.

TWFE, imputation, saturated event studies and cohort deviations
S22-P038 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FELGA-TRNNPC-SFULL

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FELGA-TRNNPC-SFULL

Source rows: 2,998; fitted rows: 2,750; units: 257; clusters: 257; treated cohorts: 5. Source outcome SD: 19.93943.

method estimate se lower upper
Static TWFE -0.21969 0.12417 -0.46422 0.024835
Dynamic TWFE -0.12017 0.11293 -0.34257 0.10223
BJS / did2s -0.27108 0.15098 -0.5684 0.026249
Sun–Abraham -0.19067 0.12045 -0.42788 0.046532

Post-period weighting: observations. Homogeneity F(9, 2043) = 0.5431; p = 0.8437.

TWFE, imputation, saturated event studies and cohort deviations
S22-P039 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FELGA-TRNNPC-SONSHORE

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FELGA-TRNNPC-SONSHORE

Source rows: 2,099; fitted rows: 1,916; units: 175; clusters: 175; treated cohorts: 3. Source outcome SD: 22.5682.

method estimate se lower upper
Static TWFE -0.17958 0.16969 -0.51449 0.15533
Dynamic TWFE -0.11535 0.16328 -0.43761 0.20691
BJS / did2s -0.21652 0.21323 -0.63738 0.20433
Sun–Abraham -0.14142 0.16352 -0.46416 0.18131

Post-period weighting: observations. Homogeneity F(1, 1341) = 0.09276; p = 0.7607.

TWFE, imputation, saturated event studies and cohort deviations
S22-P040 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FENONE-TRDI-SFULL · homogeneity rejected

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FENONE-TRDI-SFULL

Source rows: 3,173; fitted rows: 3,167; units: 303; clusters: 303; treated cohorts: 6. Source outcome SD: 19.570499.

method estimate se lower upper
Static TWFE -0.26059 0.048392 -0.35582 -0.16536
Dynamic TWFE -0.19857 0.10226 -0.3998 0.0026541
BJS / did2s -0.2641 0.050127 -0.36274 -0.16545
Sun–Abraham -0.20612 0.06654 -0.33706 -0.075179

Post-period weighting: observations. Homogeneity F(18, 2754) = 1.813; p = 0.019.

TWFE, imputation, saturated event studies and cohort deviations
S22-P041 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FENONE-TRDI-SONSHORE · homogeneity rejected

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FENONE-TRDI-SONSHORE

Source rows: 2,291; fitted rows: 2,285; units: 216; clusters: 216; treated cohorts: 5. Source outcome SD: 21.965037.

method estimate se lower upper
Static TWFE -0.27992 0.051857 -0.38214 -0.17771
Dynamic TWFE -0.17281 0.10288 -0.37559 0.029963
BJS / did2s -0.28127 0.051982 -0.38373 -0.17881
Sun–Abraham -0.19706 0.067484 -0.33007 -0.064044

Post-period weighting: observations. Homogeneity F(12, 1969) = 2.859; p = 0.0006513.

TWFE, imputation, saturated event studies and cohort deviations
S22-P042 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FENONE-TRNNPC-SFULL

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FENONE-TRNNPC-SFULL

Source rows: 3,173; fitted rows: 2,906; units: 272; clusters: 272; treated cohorts: 5. Source outcome SD: 19.570499.

method estimate se lower upper
Static TWFE -0.19914 0.072378 -0.34163 -0.056644
Dynamic TWFE -0.082002 0.066229 -0.21239 0.048387
BJS / did2s -0.2463 0.064924 -0.37412 -0.11848
Sun–Abraham -0.10324 0.063297 -0.22785 0.021379

Post-period weighting: observations. Homogeneity F(9, 2534) = 0.5557; p = 0.834.

TWFE, imputation, saturated event studies and cohort deviations
S22-P043 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FENONE-TRNNPC-SONSHORE

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FENONE-TRNNPC-SONSHORE

Source rows: 2,291; fitted rows: 2,096; units: 193; clusters: 193; treated cohorts: 3. Source outcome SD: 21.965037.

method estimate se lower upper
Static TWFE -0.10113 0.071776 -0.2427 0.040437
Dynamic TWFE 0.00040484 0.073015 -0.14361 0.14442
BJS / did2s -0.13951 0.070985 -0.27952 0.00049657
Sun–Abraham -0.013069 0.069806 -0.15075 0.12461

Post-period weighting: observations. Homogeneity F(1, 1823) = 0.6793; p = 0.4099.

TWFE, imputation, saturated event studies and cohort deviations
S22-P044 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FESTATE-TRDI-SFULL

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FESTATE-TRDI-SFULL

Source rows: 3,173; fitted rows: 3,167; units: 303; clusters: 303; treated cohorts: 6. Source outcome SD: 19.570499.

method estimate se lower upper
Static TWFE -0.10837 0.041409 -0.18986 -0.026886
Dynamic TWFE -0.1179 0.10594 -0.32639 0.090578
BJS / did2s -0.083961 0.041689 -0.166 -0.0019232
Sun–Abraham -0.11975 0.064907 -0.24747 0.0079786

Post-period weighting: observations. Homogeneity F(18, 2684) = 0.7142; p = 0.7996.

TWFE, imputation, saturated event studies and cohort deviations
S22-P045 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FESTATE-TRDI-SONSHORE

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FESTATE-TRDI-SONSHORE

Source rows: 2,291; fitted rows: 2,285; units: 216; clusters: 216; treated cohorts: 5. Source outcome SD: 21.965037.

method estimate se lower upper
Static TWFE -0.10567 0.043653 -0.19171 -0.019624
Dynamic TWFE -0.042842 0.11132 -0.26225 0.17657
BJS / did2s -0.08699 0.045401 -0.17648 0.0024979
Sun–Abraham -0.075834 0.068679 -0.2112 0.059536

Post-period weighting: observations. Homogeneity F(12, 1899) = 1.074; p = 0.3781.

TWFE, imputation, saturated event studies and cohort deviations
S22-P046 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FESTATE-TRDINNPC-SONSHORE

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FESTATE-TRDINNPC-SONSHORE

Source rows: 2,291; fitted rows: 2,085; units: 192; clusters: 192; treated cohorts: 6. Source outcome SD: 21.965037.

method estimate se lower upper
Static TWFE -0.1463 0.049933 -0.24479 -0.047808
Dynamic TWFE -0.056966 0.10954 -0.27304 0.1591
BJS / did2s -0.12901 0.051941 -0.23147 -0.026563
Sun–Abraham -0.086176 0.068625 -0.22154 0.049185

Post-period weighting: observations. Homogeneity F(12, 1723) = 1.133; p = 0.3284.

TWFE, imputation, saturated event studies and cohort deviations
S22-P047 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FESTATE-TRNNPC-SFULL

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FESTATE-TRNNPC-SFULL

Source rows: 3,173; fitted rows: 2,895; units: 271; clusters: 271; treated cohorts: 5. Source outcome SD: 19.570499.

method estimate se lower upper
Static TWFE -0.14828 0.067302 -0.28078 -0.015773
Dynamic TWFE 0.004154 0.072418 -0.13842 0.14673
BJS / did2s -0.15482 0.068797 -0.29027 -0.019374
Sun–Abraham -0.045618 0.064017 -0.17165 0.080419

Post-period weighting: observations. Homogeneity F(9, 2464) = 0.2694; p = 0.9828.

TWFE, imputation, saturated event studies and cohort deviations
S22-P048 · REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FESTATE-TRNNPC-SONSHORE

Specification JSON · Configuration

REXER-F4-THEFT-CTRLSPATIAL-SHNONE-FESTATE-TRNNPC-SONSHORE

Source rows: 2,291; fitted rows: 2,085; units: 192; clusters: 192; treated cohorts: 3. Source outcome SD: 21.965037.

method estimate se lower upper
Static TWFE -0.082145 0.065491 -0.21132 0.047034
Dynamic TWFE 0.035593 0.074728 -0.11181 0.18299
BJS / did2s -0.081566 0.072284 -0.22414 0.061013
Sun–Abraham 0.0044587 0.073451 -0.14042 0.14934

Post-period weighting: observations. Homogeneity F(1, 1753) = 0.02493; p = 0.8746.

TWFE, imputation, saturated event studies and cohort deviations
S22-P049 · REXER-T1-PB-SPILLS-C1

Specification JSON · Configuration

Operational oil spills: count of non-sabotage spills within 15 km of the field

Source rows: 3,183; fitted rows: 2,895; units: 271; clusters: 271; treated cohorts: 8. Source outcome SD: 9.6243866.

method estimate se lower upper
Static TWFE 0.16257 0.08077 0.0035546 0.32159
Dynamic TWFE 0.16672 0.055493 0.057463 0.27597
BJS / did2s 0.21781 0.077289 0.065645 0.36998
Sun–Abraham 0.1755 0.039834 0.097079 0.25393

Post-period weighting: observations. Homogeneity F(21, 2534) = 0.2045; p = 1.

TWFE, imputation, saturated event studies and cohort deviations
S22-P050 · REXER-T1-PB-SPILLS-C2

Specification JSON · Configuration

REXER-T1-PB-SPILLS-C2

Source rows: 3,183; fitted rows: 2,895; units: 271; clusters: 271; treated cohorts: 8. Source outcome SD: 9.6243866.

method estimate se lower upper
Static TWFE 0.10605 0.085562 -0.062401 0.27451
Dynamic TWFE 0.18736 0.068126 0.053236 0.32149
BJS / did2s 0.16806 0.081741 0.007129 0.32899
Sun–Abraham 0.20028 0.062949 0.076345 0.32421

Post-period weighting: observations. Homogeneity F(21, 2494) = 0.4011; p = 0.993.

TWFE, imputation, saturated event studies and cohort deviations
S22-P051 · REXER-T1-PB-SPILLS-C4

Specification JSON · Configuration

REXER-T1-PB-SPILLS-C4

Source rows: 3,183; fitted rows: 2,884; units: 270; clusters: 270; treated cohorts: 8. Source outcome SD: 9.6243866.

method estimate se lower upper
Static TWFE 0.17911 0.10907 -0.035636 0.39385
Dynamic TWFE 0.17345 0.086973 0.0022141 0.34468
BJS / did2s 0.28852 0.10929 0.07335 0.5037
Sun–Abraham 0.18109 0.082987 0.017705 0.34448

Post-period weighting: observations. Homogeneity F(21, 2424) = 0.2683; p = 0.9996.

TWFE, imputation, saturated event studies and cohort deviations
S22-P052 · REXER-T1-PB-SPILLS-C5

Specification JSON · Configuration

REXER-T1-PB-SPILLS-C5

Source rows: 3,183; fitted rows: 2,662; units: 249; clusters: 249; treated cohorts: 8. Source outcome SD: 9.6243866.

method estimate se lower upper
Static TWFE 0.29589 0.19173 -0.081745 0.67352
Dynamic TWFE 0.43529 0.13412 0.17113 0.69945
BJS / did2s 0.34842 0.17771 -0.0015875 0.69842
Sun–Abraham 0.45521 0.12384 0.21129 0.69912

Post-period weighting: observations. Homogeneity F(21, 1953) = 0.4192; p = 0.9905.

TWFE, imputation, saturated event studies and cohort deviations
S22-P053 · REXER-T1-PC-THEFT-C1

Specification JSON · Configuration

Oil theft: count of sabotage spills within 15 km of the field

Source rows: 3,183; fitted rows: 2,895; units: 271; clusters: 271; treated cohorts: 8. Source outcome SD: 19.545713.

method estimate se lower upper
Static TWFE -0.26277 0.042846 -0.34713 -0.17842
Dynamic TWFE -0.26317 0.083258 -0.42709 -0.09925
BJS / did2s -0.26258 0.042527 -0.34631 -0.17885
Sun–Abraham -0.2133 0.051023 -0.31376 -0.11285

Post-period weighting: observations. Homogeneity F(21, 2534) = 0.7989; p = 0.7241.

TWFE, imputation, saturated event studies and cohort deviations
S22-P054 · REXER-T1-PC-THEFT-C2 · homogeneity rejected

Specification JSON · Configuration

REXER-T1-PC-THEFT-C2

Source rows: 3,183; fitted rows: 2,895; units: 271; clusters: 271; treated cohorts: 8. Source outcome SD: 19.545713.

method estimate se lower upper
Static TWFE -0.31698 0.05435 -0.42398 -0.20997
Dynamic TWFE -0.2309 0.09896 -0.42573 -0.036072
BJS / did2s -0.31781 0.054974 -0.42604 -0.20958
Sun–Abraham -0.22634 0.066932 -0.35812 -0.094568

Post-period weighting: observations. Homogeneity F(21, 2494) = 1.714; p = 0.02261.

TWFE, imputation, saturated event studies and cohort deviations
S22-P055 · REXER-T1-PC-THEFT-C4

Specification JSON · Configuration

REXER-T1-PC-THEFT-C4

Source rows: 3,183; fitted rows: 2,884; units: 270; clusters: 270; treated cohorts: 8. Source outcome SD: 19.545713.

method estimate se lower upper
Static TWFE -0.16878 0.050541 -0.26829 -0.069273
Dynamic TWFE -0.14838 0.10245 -0.35008 0.053319
BJS / did2s -0.13498 0.048242 -0.22996 -0.039998
Sun–Abraham -0.14439 0.063967 -0.27033 -0.01845

Post-period weighting: observations. Homogeneity F(21, 2424) = 0.7902; p = 0.7349.

TWFE, imputation, saturated event studies and cohort deviations
S22-P056 · REXER-T1-PC-THEFT-C5

Specification JSON · Configuration

REXER-T1-PC-THEFT-C5

Source rows: 3,183; fitted rows: 2,662; units: 249; clusters: 249; treated cohorts: 8. Source outcome SD: 19.545713.

method estimate se lower upper
Static TWFE -0.21659 0.09395 -0.40163 -0.031545
Dynamic TWFE -0.27728 0.11347 -0.50077 -0.053796
BJS / did2s -0.18036 0.074882 -0.32785 -0.032877
Sun–Abraham -0.2444 0.093264 -0.42809 -0.06071

Post-period weighting: observations. Homogeneity F(21, 1953) = 0.6066; p = 0.9169.

TWFE, imputation, saturated event studies and cohort deviations
S22-P057 · REXER-T2-PA-ONSHORE-C3

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P058 · REXER-T2-PA-ONSHORE-C4 · homogeneity rejected

Specification JSON · Configuration

REXER-T2-PA-ONSHORE-C4

Source rows: 2,296; fitted rows: 2,096; units: 193; clusters: 193; treated cohorts: 6. Source outcome SD: 21.947164.

method estimate se lower upper
Static TWFE -0.30455 0.054229 -0.41151 -0.19759
Dynamic TWFE -0.18069 0.10086 -0.37963 0.018255
BJS / did2s -0.3 0.053841 -0.40619 -0.1938
Sun–Abraham -0.18907 0.067465 -0.32214 -0.056003

Post-period weighting: observations. Homogeneity F(12, 1793) = 2.907; p = 0.0005341.

TWFE, imputation, saturated event studies and cohort deviations
S22-P059 · REXER-T2-PA-ONSHORE-C5

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P060 · REXER-T2-PA-ONSHORE-C6

Specification JSON · Configuration

REXER-T2-PA-ONSHORE-C6

Source rows: 2,296; fitted rows: 2,096; units: 193; clusters: 193; treated cohorts: 6. Source outcome SD: 8.7296852.

method estimate se lower upper
Static TWFE 0.095403 0.099117 -0.10009 0.2909
Dynamic TWFE 0.16363 0.081555 0.0027713 0.32449
BJS / did2s 0.16126 0.10478 -0.045407 0.36792
Sun–Abraham 0.17346 0.07616 0.023241 0.32368

Post-period weighting: observations. Homogeneity F(12, 1793) = 1.205; p = 0.2731.

TWFE, imputation, saturated event studies and cohort deviations
S22-P061 · REXER-T2-PB-OFFSHORE-C3

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P062 · REXER-T2-PB-OFFSHORE-C4

Specification JSON · Configuration

REXER-T2-PB-OFFSHORE-C4

Source rows: 887; fitted rows: 799; units: 78; clusters: 78; treated cohorts: 4. Source outcome SD: 0.23448956.

method estimate se lower upper
Static TWFE 0.30677 0.33832 -0.3669 0.98044
Dynamic TWFE 0.27207 0.26069 -0.24703 0.79118
BJS / did2s 0.49316 0.31425 -0.1326 1.1189
Sun–Abraham -0.011322 0.094318 -0.19913 0.17649

Post-period weighting: observations. Homogeneity F(8, 636) = 0.5429; p = 0.8243.

TWFE, imputation, saturated event studies and cohort deviations
S22-P063 · REXER-T2-PB-OFFSHORE-C5

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P064 · REXER-T2-PB-OFFSHORE-C6

Specification JSON · Configuration

REXER-T2-PB-OFFSHORE-C6

Source rows: 887; fitted rows: 799; units: 78; clusters: 78; treated cohorts: 4. Source outcome SD: 11.625789.

method estimate se lower upper
Static TWFE 0.42259 0.15999 0.10401 0.74117
Dynamic TWFE 0.73421 0.3989 -0.060107 1.5285
BJS / did2s 0.45739 0.16738 0.12409 0.79069
Sun–Abraham 1.0744 0.42753 0.22306 1.9257

Post-period weighting: observations. Homogeneity F(8, 636) = 0.5331; p = 0.8319.

TWFE, imputation, saturated event studies and cohort deviations
S22-P065 · REXER-T3-C6-TERMINATED-HOLD

Specification JSON · Configuration

REXER-T3-C6-TERMINATED-HOLD

Source rows: 3,183; fitted rows: 3,048; units: 303; clusters: 303; treated cohorts: 4. Source outcome SD: 19.545713.

method estimate se lower upper
Static TWFE -0.086189 0.11301 -0.30857 0.1362
Dynamic TWFE -0.16446 0.099883 -0.36101 0.032095
BJS / did2s -0.077614 0.10653 -0.28726 0.13203
Sun–Abraham -0.1482 0.093968 -0.33311 0.036718

Post-period weighting: observations. Homogeneity F(2, 2669) = 1.751; p = 0.1737.

TWFE, imputation, saturated event studies and cohort deviations
S22-P066 · REXER-T4-C1

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P067 · REXER-T4-C2 · homogeneity rejected

Specification JSON · Configuration

REXER-T4-C2

Source rows: 3,183; fitted rows: 2,895; units: 271; clusters: 271; treated cohorts: 8. Source outcome SD: 4.2841916.

method estimate se lower upper
Static TWFE 0.2067 0.15647 -0.10136 0.51476
Dynamic TWFE 0.38866 0.1549 0.083693 0.69362
BJS / did2s 0.18289 0.13539 -0.08366 0.44943
Sun–Abraham 0.35018 0.13701 0.080442 0.61993

Post-period weighting: observations. Homogeneity F(21, 2494) = 3.419; p = 2.371e-07.

TWFE, imputation, saturated event studies and cohort deviations
S22-P068 · REXER-T4-C3

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P069 · REXER-T4-C4 · homogeneity rejected

Specification JSON · Configuration

REXER-T4-C4

Source rows: 3,183; fitted rows: 2,895; units: 271; clusters: 271; treated cohorts: 8. Source outcome SD: 3.1093497.

method estimate se lower upper
Static TWFE 0.26158 0.17075 -0.074584 0.59775
Dynamic TWFE 0.47336 0.16853 0.14156 0.80515
BJS / did2s 0.22654 0.1419 -0.052828 0.50591
Sun–Abraham 0.38688 0.14567 0.10008 0.67367

Post-period weighting: observations. Homogeneity F(21, 2494) = 4.774; p = 4.967e-12.

TWFE, imputation, saturated event studies and cohort deviations
S22-P070 · REXER-T4-C5

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P071 · REXER-T4-C6 · homogeneity rejected

Specification JSON · Configuration

REXER-T4-C6

Source rows: 3,183; fitted rows: 2,895; units: 271; clusters: 271; treated cohorts: 8. Source outcome SD: 2.5187092.

method estimate se lower upper
Static TWFE 0.29111 0.16303 -0.029862 0.61208
Dynamic TWFE 0.49225 0.15741 0.18234 0.80217
BJS / did2s 0.25222 0.15167 -0.04639 0.55082
Sun–Abraham 0.43476 0.13817 0.16273 0.7068

Post-period weighting: observations. Homogeneity F(21, 2494) = 4.954; p = 1.121e-12.

TWFE, imputation, saturated event studies and cohort deviations
S22-P072 · REXER-T4-C7

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P073 · REXER-T4-C8 · homogeneity rejected

Specification JSON · Configuration

REXER-T4-C8

Source rows: 3,183; fitted rows: 2,895; units: 271; clusters: 271; treated cohorts: 8. Source outcome SD: 1.0417263.

method estimate se lower upper
Static TWFE 0.33394 0.16331 0.012428 0.65546
Dynamic TWFE 0.52875 0.16321 0.20742 0.85008
BJS / did2s 0.31149 0.1375 0.040776 0.5822
Sun–Abraham 0.41965 0.13814 0.14767 0.69162

Post-period weighting: observations. Homogeneity F(21, 2494) = 5.377; p = 3.317e-14.

TWFE, imputation, saturated event studies and cohort deviations
S22-P074 · REXER-T6-PA-SECURITY-C3-HOLD

Specification JSON · Configuration

REXER-T6-PA-SECURITY-C3-HOLD

Source rows: 3,183; fitted rows: 3,088; units: 294; clusters: 294; treated cohorts: 6. Source outcome SD: 19.545713.

method estimate se lower upper
Static TWFE -0.22166 0.076541 -0.3723 -0.071019
Dynamic TWFE -0.18937 0.075127 -0.33723 -0.041517
BJS / did2s -0.32217 0.080796 -0.48118 -0.16315
Sun–Abraham -0.24338 0.074239 -0.38949 -0.097275

Post-period weighting: observations. Homogeneity F(16, 2726) = 0.3859; p = 0.986.

TWFE, imputation, saturated event studies and cohort deviations
S22-P075 · REXER-T6-PA-SECURITY-C4-HOLD

Specification JSON · Configuration

REXER-T6-PA-SECURITY-C4-HOLD

Source rows: 3,183; fitted rows: 3,088; units: 294; clusters: 294; treated cohorts: 6. Source outcome SD: 19.545713.

method estimate se lower upper
Static TWFE -0.25766 0.080215 -0.41553 -0.099785
Dynamic TWFE -0.27974 0.084978 -0.44698 -0.11249
BJS / did2s -0.40318 0.07961 -0.55986 -0.2465
Sun–Abraham -0.34427 0.066386 -0.47492 -0.21362

Post-period weighting: observations. Homogeneity F(16, 2686) = 0.8216; p = 0.6619.

TWFE, imputation, saturated event studies and cohort deviations
S22-P076 · REXER-T6-PA-SECURITY-C5-HOLD

Specification JSON · Configuration

REXER-T6-PA-SECURITY-C5-HOLD

Source rows: 3,183; fitted rows: 3,088; units: 294; clusters: 294; treated cohorts: 6. Source outcome SD: 4.9008804.

method estimate se lower upper
Static TWFE 0.29788 0.21722 -0.12963 0.72538
Dynamic TWFE 0.31673 0.22259 -0.12134 0.7548
BJS / did2s 0.25731 0.22308 -0.18172 0.69635
Sun–Abraham 0.34458 0.22239 -0.093115 0.78227

Post-period weighting: observations. Homogeneity F(16, 2726) = 0.6966; p = 0.8.

TWFE, imputation, saturated event studies and cohort deviations
S22-P077 · REXER-T6-PA-SECURITY-C6-HOLD

Specification JSON · Configuration

REXER-T6-PA-SECURITY-C6-HOLD

Source rows: 3,183; fitted rows: 3,088; units: 294; clusters: 294; treated cohorts: 6. Source outcome SD: 4.9008804.

method estimate se lower upper
Static TWFE 0.33487 0.18169 -0.022709 0.69245
Dynamic TWFE 0.23813 0.22056 -0.19595 0.67221
BJS / did2s 0.16192 0.25445 -0.33886 0.66271
Sun–Abraham 0.27674 0.2602 -0.23536 0.78884

Post-period weighting: observations. Homogeneity F(16, 2686) = 0.6352; p = 0.8576.

TWFE, imputation, saturated event studies and cohort deviations
S22-P078 · REXER-T6-PA-SECURITY-C7-HOLD

Specification JSON · Configuration

REXER-T6-PA-SECURITY-C7-HOLD

Source rows: 3,183; fitted rows: 3,088; units: 294; clusters: 294; treated cohorts: 6. Source outcome SD: 9.6243866.

method estimate se lower upper
Static TWFE 0.32114 0.068747 0.18584 0.45645
Dynamic TWFE 0.23935 0.07663 0.088531 0.39016
BJS / did2s 0.19701 0.089796 0.020279 0.37373
Sun–Abraham 0.075734 0.049603 -0.021889 0.17336

Post-period weighting: observations. Homogeneity F(16, 2726) = 0.1718; p = 0.9999.

TWFE, imputation, saturated event studies and cohort deviations
S22-P079 · REXER-T6-PA-SECURITY-C8-HOLD

Specification JSON · Configuration

REXER-T6-PA-SECURITY-C8-HOLD

Source rows: 3,183; fitted rows: 3,088; units: 294; clusters: 294; treated cohorts: 6. Source outcome SD: 9.6243866.

method estimate se lower upper
Static TWFE 0.31105 0.06478 0.18356 0.43854
Dynamic TWFE 0.24486 0.07 0.1071 0.38263
BJS / did2s 0.2738 0.070128 0.13579 0.41182
Sun–Abraham 0.17915 0.055786 0.069357 0.28894

Post-period weighting: observations. Homogeneity F(16, 2686) = 0.2879; p = 0.9974.

TWFE, imputation, saturated event studies and cohort deviations
S22-P080 · REXER-T6-PB-OTHER-C3-HOLD

Specification JSON · Configuration

REXER-T6-PB-OTHER-C3-HOLD

Source rows: 3,183; fitted rows: 546; units: 56; clusters: 56; treated cohorts: 3. Source outcome SD: 19.545713.

method estimate se lower upper
Static TWFE 0.04701 0.40103 -0.75667 0.85069
Dynamic TWFE -0.072929 0.28708 -0.64825 0.50239
BJS / did2s -0.10358 0.32983 -0.76458 0.55742
Sun–Abraham -0.10303 0.10286 -0.30916 0.10311

Post-period weighting: observations. Homogeneity F(2, 469) = 0.214; p = 0.8075.

TWFE, imputation, saturated event studies and cohort deviations
S22-P081 · REXER-T6-PB-OTHER-C4-HOLD

Specification JSON · Configuration

REXER-T6-PB-OTHER-C4-HOLD

Source rows: 3,183; fitted rows: 546; units: 56; clusters: 56; treated cohorts: 3. Source outcome SD: 19.545713.

method estimate se lower upper
Static TWFE 0.46043 0.35319 -0.24738 1.1683
Dynamic TWFE 0.44307 0.24912 -0.056179 0.94232
BJS / did2s 0.39527 0.37731 -0.36088 1.1514
Sun–Abraham 0.5067 0.31703 -0.12864 1.142

Post-period weighting: observations. Homogeneity F(2, 429) = 0.0259; p = 0.9744.

TWFE, imputation, saturated event studies and cohort deviations
S22-P082 · REXER-T6-PB-OTHER-C5-HOLD

Specification JSON · Configuration

REXER-T6-PB-OTHER-C5-HOLD

Source rows: 3,183; fitted rows: 546; units: 56; clusters: 56; treated cohorts: 3. Source outcome SD: 4.9008804.

method estimate se lower upper
Static TWFE -0.17282 0.070009 -0.31312 -0.03252
Dynamic TWFE -0.13733 0.0644 -0.26639 -0.0082722
BJS / did2s -0.1445 0.063707 -0.27217 -0.016827
Sun–Abraham -0.13637 0.036442 -0.2094 -0.063334

Post-period weighting: observations. Homogeneity F(2, 469) = 0.3362; p = 0.7147.

TWFE, imputation, saturated event studies and cohort deviations
S22-P083 · REXER-T6-PB-OTHER-C6-HOLD

Specification JSON · Configuration

REXER-T6-PB-OTHER-C6-HOLD

Source rows: 3,183; fitted rows: 546; units: 56; clusters: 56; treated cohorts: 3. Source outcome SD: 4.9008804.

method estimate se lower upper
Static TWFE -0.15485 0.15762 -0.47073 0.16103
Dynamic TWFE -0.13961 0.12579 -0.3917 0.11247
BJS / did2s -0.13277 0.16719 -0.46782 0.20227
Sun–Abraham -0.10001 0.098182 -0.29677 0.096747

Post-period weighting: observations. Homogeneity F(2, 429) = 0.7229; p = 0.4859.

TWFE, imputation, saturated event studies and cohort deviations
S22-P084 · REXER-T6-PB-OTHER-C7-HOLD

Specification JSON · Configuration

REXER-T6-PB-OTHER-C7-HOLD

Source rows: 3,183; fitted rows: 546; units: 56; clusters: 56; treated cohorts: 3. Source outcome SD: 9.6243866.

method estimate se lower upper
Static TWFE 0.25749 0.24541 -0.23432 0.74931
Dynamic TWFE 0.20978 0.19807 -0.18715 0.60671
BJS / did2s 0.1558 0.21457 -0.27421 0.5858
Sun–Abraham 0.1607 0.089251 -0.018162 0.33956

Post-period weighting: observations. Homogeneity F(2, 469) = 0.06354; p = 0.9384.

TWFE, imputation, saturated event studies and cohort deviations
S22-P085 · REXER-T6-PB-OTHER-C8-HOLD

Specification JSON · Configuration

REXER-T6-PB-OTHER-C8-HOLD

Source rows: 3,183; fitted rows: 546; units: 56; clusters: 56; treated cohorts: 3. Source outcome SD: 9.6243866.

method estimate se lower upper
Static TWFE 0.60553 0.34947 -0.094829 1.3059
Dynamic TWFE 0.40068 0.27182 -0.14406 0.94542
BJS / did2s 0.4847 0.44937 -0.41586 1.3853
Sun–Abraham 0.32752 0.20534 -0.083987 0.73903

Post-period weighting: observations. Homogeneity F(2, 429) = 0.2215; p = 0.8014.

TWFE, imputation, saturated event studies and cohort deviations
S22-P086 · REXER-T7-C1

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P087 · REXER-T7-C2

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P088 · REXER-T7-C3

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P089 · REXER-T7-C4

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

S22-P090 · REXER-T7-C5

The archive supplies frozen estimates but not this specification’s input sample or required outcome/controls.

Reproduce

Code, configurations and environments · Generic Quarto template · Editable Jot template. Source datasets remain local. Run python templates/full_archive/run_archive.py, then python templates/full_archive/build_collection.py.