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 27 27 4 16 63 64
Beyond Parallel Trends: An Identification-Strategy-Robust Approach to Causal Inference with Panel Data 0 0 15 15 0 1 19 19
Covariate Distribution Balance via Propensity Scores 0 0 0 55 0 0 21 112
Difference-in-Differences Designs: A Practitioner's Guide 8 32 119 133 32 111 497 533
Difference-in-Differences with Compositional Changes 0 1 6 40 1 8 47 101
Difference-in-Differences with Multiple Time Periods 2 12 34 256 20 55 162 878
Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment 5 7 39 879 15 55 224 3,423
Difference-in-Differences with a Continuous Treatment 0 11 32 291 17 71 230 1,599
Difference-in-differences with a Continuous Treatment 0 3 9 25 12 39 86 161
Distribution Regression in Duration Analysis: an Application to Unemployment Spells 0 0 1 50 0 4 23 112
Doubly Robust Difference-in-Differences Estimators 0 0 3 95 3 10 42 305
Doubly Robust Estimators with Weak Overlap 0 0 1 30 3 8 18 45
Efficient Difference-in-Differences and Event Study Estimators 0 0 38 38 0 8 50 50
Efficient Estimation for Staggered Rollout Designs 1 1 3 61 5 12 29 172
Estimation of average treatment effects in staggered difference-in-differences designs 0 1 8 212 2 14 50 681
Event-Studies with a Continuous Treatment 0 1 8 62 4 22 54 151
Nonparametric Tests for Treatment Effect Heterogeneity with Duration Outcomes 0 0 0 19 0 4 19 55
Program Evaluation with Right-Censored Data 0 0 1 23 0 7 21 49
Revised findings for "Procedural justice training reduces police use of force and complaints against officers" 2 2 5 48 2 10 25 167
Selection and Parallel Trends 0 0 1 6 1 4 13 24
Selection and parallel trends 0 1 5 56 2 16 55 154
Specification Tests for the Propensity Score 0 0 0 25 3 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 6 19 93
The role of parallel trends in event study settings: An application to environmental economics 1 1 3 68 2 11 26 186
Was Javert right to be suspicious? Marginal Treatment Effects with Duration Outcomes 0 1 2 7 1 10 69 79
What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature 1 6 22 366 4 49 335 1,397
When Is Parallel Trends Sensitive to Functional Form? 0 0 0 40 0 0 12 97
Total Working Papers 21 83 382 2,966 133 560 2,243 10,886

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 1 1 2 6 1 6 24 40
Difference-in-Differences with multiple time periods 36 103 376 1,253 222 642 1,978 5,920
Doubly robust difference-in-differences estimators 4 8 39 239 23 57 271 1,070
Event Studies with a Continuous Treatment 4 9 19 40 17 35 78 131
Nonparametric Tests for Treatment Effect Heterogeneity With Duration Outcomes 0 0 0 6 1 1 10 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 1 3 23 138
Testing for Uncorrelated Residuals in Dynamic Count Models With an Application to Corporate Bankruptcy 0 0 0 2 0 2 11 38
The Role of Parallel Trends in Event Study Settings: An Application to Environmental Economics 1 1 13 104 13 41 119 373
When Is Parallel Trends Sensitive to Functional Form? 2 3 5 30 4 14 47 163
Why Some States Fail: The Role of Culture? 0 0 0 16 1 2 10 65
Total Journal Articles 48 125 455 1,736 283 805 2,573 7,966

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 24 69 329 2,057 130 459 1,905 10,597
DRDID: Stata module for the estimation of Doubly Robust Difference-in-Difference models 7 19 82 498 24 75 325 2,411
STAGGERED: Stata module implementing R staggered package based on Roth and Sant'Anna (2023) 0 1 14 53 2 23 81 313
Total Software Items 31 89 425 2,608 156 557 2,311 13,321

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Statistics updated 2026-06-04