Access Statistics for Pedro H. C. Sant'Anna

Author contact details at EconPapers.

Working Paper File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Better Understanding Triple Differences Estimators 1 3 28 28 7 15 68 71
Beyond Parallel Trends: An Identification-Strategy-Robust Approach to Causal Inference with Panel Data 0 0 15 15 3 4 22 22
Covariate Distribution Balance via Propensity Scores 0 0 0 55 0 0 21 112
Difference-in-Differences Designs: A Practitioner's Guide 5 22 110 138 28 100 482 561
Difference-in-Differences with Compositional Changes 0 0 5 40 2 7 47 103
Difference-in-Differences with Multiple Time Periods 2 8 36 258 61 98 215 939
Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment 2 8 38 881 9 45 226 3,432
Difference-in-Differences with a Continuous Treatment 2 7 30 293 17 60 231 1,616
Difference-in-differences with a Continuous Treatment 1 2 9 26 13 38 86 174
Distribution Regression in Duration Analysis: an Application to Unemployment Spells 0 0 0 50 0 2 21 112
Doubly Robust Difference-in-Differences Estimators 0 0 3 95 3 8 44 308
Doubly Robust Estimators with Weak Overlap 1 1 2 31 2 9 20 47
Efficient Difference-in-Differences and Event Study Estimators 0 0 38 38 1 4 51 51
Efficient Estimation for Staggered Rollout Designs 0 1 3 61 2 13 31 174
Estimation of average treatment effects in staggered difference-in-differences designs 0 1 6 212 2 10 48 683
Event-Studies with a Continuous Treatment 0 1 7 62 3 20 54 154
Nonparametric Tests for Treatment Effect Heterogeneity with Duration Outcomes 0 0 0 19 0 3 19 55
Program Evaluation with Right-Censored Data 0 0 1 23 0 6 21 49
Revised findings for "Procedural justice training reduces police use of force and complaints against officers" 0 2 5 48 2 10 27 169
Selection and Parallel Trends 0 0 1 6 0 4 13 24
Selection and parallel trends 0 1 4 56 3 12 55 157
Specification Tests for the Propensity Score 0 0 0 25 0 8 18 140
Specification tests for generalized propensity scores using double projections 0 0 0 8 0 1 16 39
Testing for Uncorrelated Residuals in Dynamic Count Models with an Application to Corporate Bankruptcy 0 0 0 31 0 5 19 93
The role of parallel trends in event study settings: An application to environmental economics 0 1 3 68 1 9 27 187
Was Javert right to be suspicious? Marginal Treatment Effects with Duration Outcomes 0 1 2 7 0 7 69 79
What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature 0 2 20 366 8 22 331 1,405
When Is Parallel Trends Sensitive to Functional Form? 0 0 0 40 1 1 13 98
Total Working Papers 14 61 366 2,980 168 521 2,295 11,054

Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Covariate distribution balance via propensity scores 0 1 2 6 0 6 24 40
Difference-in-Differences with multiple time periods 54 120 418 1,307 290 728 2,169 6,210
Doubly robust difference-in-differences estimators 9 16 45 248 29 74 281 1,099
Event Studies with a Continuous Treatment 4 9 22 44 12 43 86 143
Nonparametric Tests for Treatment Effect Heterogeneity With Duration Outcomes 0 0 0 6 0 1 9 26
Specification tests for generalised propensity scores using double projections 0 0 0 0 0 2 2 2
Specification tests for the propensity score 0 0 1 40 0 3 23 138
Testing for Uncorrelated Residuals in Dynamic Count Models With an Application to Corporate Bankruptcy 0 0 0 2 0 2 10 38
The Role of Parallel Trends in Event Study Settings: An Application to Environmental Economics 2 3 13 106 12 35 126 385
When Is Parallel Trends Sensitive to Functional Form? 0 2 5 30 3 13 49 166
Why Some States Fail: The Role of Culture? 0 0 0 16 0 2 10 65
Total Journal Articles 69 151 506 1,805 346 909 2,789 8,312

Software Item File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
CSDID: Stata module for the estimation of Difference-in-Difference models with multiple time periods 17 62 321 2,074 111 404 1,850 10,708
DRDID: Stata module for the estimation of Doubly Robust Difference-in-Difference models 2 14 81 500 22 78 328 2,433
STAGGERED: Stata module implementing R staggered package based on Roth and Sant'Anna (2023) 0 0 14 53 2 17 77 315
Total Software Items 19 76 416 2,627 135 499 2,255 13,456

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Statistics updated 2026-07-10