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 4 26 26 4 17 60 60
Beyond Parallel Trends: An Identification-Strategy-Robust Approach to Causal Inference with Panel Data 0 0 15 15 1 4 19 19
Covariate Distribution Balance via Propensity Scores 0 0 0 55 0 8 21 112
Difference-in-Differences Designs: A Practitioner's Guide 9 33 117 125 40 121 479 501
Difference-in-Differences with Compositional Changes 0 2 6 40 4 12 49 100
Difference-in-Differences with Multiple Time Periods 4 11 35 254 17 42 159 858
Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment 1 6 39 874 21 80 221 3,408
Difference-in-Differences with a Continuous Treatment 5 14 34 291 26 74 234 1,582
Difference-in-differences with a Continuous Treatment 1 4 9 25 13 34 77 149
Distribution Regression in Duration Analysis: an Application to Unemployment Spells 0 0 1 50 2 12 23 112
Doubly Robust Difference-in-Differences Estimators 0 0 3 95 2 11 39 302
Doubly Robust Estimators with Weak Overlap 0 0 2 30 4 7 16 42
Efficient Difference-in-Differences and Event Study Estimators 0 1 38 38 3 13 50 50
Efficient Estimation for Staggered Rollout Designs 0 0 2 60 6 9 24 167
Estimation of average treatment effects in staggered difference-in-differences designs 1 1 8 212 6 18 51 679
Event-Studies with a Continuous Treatment 1 1 9 62 13 19 55 147
Nonparametric Tests for Treatment Effect Heterogeneity with Duration Outcomes 0 0 0 19 3 4 21 55
Program Evaluation with Right-Censored Data 0 0 1 23 6 9 21 49
Revised findings for "Procedural justice training reduces police use of force and complaints against officers" 0 1 3 46 6 12 23 165
Selection and Parallel Trends 0 0 1 6 3 3 12 23
Selection and parallel trends 1 1 7 56 7 22 55 152
Specification Tests for the Propensity Score 0 0 0 25 5 7 15 137
Specification tests for generalized propensity scores using double projections 0 0 0 8 1 2 17 39
Testing for Uncorrelated Residuals in Dynamic Count Models with an Application to Corporate Bankruptcy 0 0 0 31 5 6 19 93
The role of parallel trends in event study settings: An application to environmental economics 0 0 2 67 6 10 26 184
Was Javert right to be suspicious? Marginal Treatment Effects with Duration Outcomes 1 1 2 7 6 12 68 78
What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature 1 10 25 365 10 96 340 1,393
When Is Parallel Trends Sensitive to Functional Form? 0 0 1 40 0 0 14 97
Total Working Papers 26 90 386 2,945 220 664 2,208 10,753

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 0 1 5 5 6 23 39
Difference-in-Differences with multiple time periods 30 106 369 1,217 216 603 1,894 5,698
Doubly robust difference-in-differences estimators 3 8 37 235 22 63 259 1,047
Event Studies with a Continuous Treatment 1 7 17 36 14 29 67 114
Nonparametric Tests for Treatment Effect Heterogeneity With Duration Outcomes 0 0 0 6 0 0 9 25
Specification tests for generalised propensity scores using double projections 0 0 0 0 2 2 2 2
Specification tests for the propensity score 0 0 1 40 2 6 23 137
Testing for Uncorrelated Residuals in Dynamic Count Models With an Application to Corporate Bankruptcy 0 0 0 2 2 5 11 38
The Role of Parallel Trends in Event Study Settings: An Application to Environmental Economics 0 1 15 103 10 33 113 360
When Is Parallel Trends Sensitive to Functional Form? 0 1 4 28 6 16 45 159
Why Some States Fail: The Role of Culture? 0 0 0 16 1 3 9 64
Total Journal Articles 34 123 444 1,688 280 766 2,455 7,683

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 21 73 335 2,033 163 488 1,934 10,467
DRDID: Stata module for the estimation of Doubly Robust Difference-in-Difference models 5 21 78 491 32 81 323 2,387
STAGGERED: Stata module implementing R staggered package based on Roth and Sant'Anna (2023) 0 1 15 53 13 27 86 311
Total Software Items 26 95 428 2,577 208 596 2,343 13,165

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Statistics updated 2026-05-06