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 2 4 11 32 3 11 51 82
Beyond Parallel Trends: An Identification-Strategy-Robust Approach to Causal Inference with Panel Data 0 2 17 17 1 4 26 26
Covariate Distribution Balance via Propensity Scores 0 0 0 55 0 1 19 113
Difference-in-Differences Designs: A Practitioner's Guide 3 13 96 151 14 50 406 611
Difference-in-Differences with Compositional Changes 0 2 5 42 1 7 44 110
Difference-in-Differences with Multiple Time Periods 2 10 34 268 16 61 239 1,000
Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment 2 8 40 889 11 38 222 3,470
Difference-in-Differences with a Continuous Treatment 2 9 33 302 10 47 235 1,663
Difference-in-differences with a Continuous Treatment 5 9 17 35 14 61 139 235
Distribution Regression in Duration Analysis: an Application to Unemployment Spells 0 0 0 50 1 1 21 113
Doubly Robust Difference-in-Differences Estimators 0 0 1 95 4 7 46 315
Doubly Robust Estimators with Weak Overlap 0 0 2 31 0 1 20 48
Efficient Difference-in-Differences and Event Study Estimators 0 0 29 38 3 5 49 56
Efficient Estimation for Staggered Rollout Designs 1 3 5 64 6 14 41 188
Estimation of average treatment effects in staggered difference-in-differences designs 0 1 5 213 0 5 49 688
Event-Studies with a Continuous Treatment 0 0 5 62 1 5 52 159
Nonparametric Tests for Treatment Effect Heterogeneity with Duration Outcomes 0 0 0 19 0 2 20 57
Program Evaluation with Right-Censored Data 0 0 1 23 1 2 21 51
Revised findings for "Procedural justice training reduces police use of force and complaints against officers" 0 1 4 49 3 14 37 183
Selection and Parallel Trends 1 1 2 7 1 4 17 28
Selection and parallel trends 2 2 6 58 6 11 55 168
Specification Tests for the Propensity Score 0 0 0 25 1 4 21 144
Specification tests for generalized propensity scores using double projections 0 0 0 8 0 2 17 41
Testing for Uncorrelated Residuals in Dynamic Count Models with an Application to Corporate Bankruptcy 0 0 0 31 0 0 19 93
The role of parallel trends in event study settings: An application to environmental economics 0 0 2 68 0 1 25 188
Was Javert right to be suspicious? Marginal Treatment Effects with Duration Outcomes 0 0 1 7 0 2 68 81
What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature 1 1 17 367 11 30 334 1,435
When Is Parallel Trends Sensitive to Functional Form? 0 0 0 40 0 1 11 99
Total Working Papers 21 66 333 3,046 108 391 2,304 11,445

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 2 6 0 1 23 41
Difference-in-Differences Designs: A Practitioner's Guide 7 22 34 34 32 69 100 100
Difference-in-Differences with multiple time periods 64 143 484 1,450 405 892 2,701 7,102
Doubly robust difference-in-differences estimators 6 15 49 263 48 105 331 1,204
Event Studies with a Continuous Treatment 1 6 27 50 7 25 110 168
Nonparametric Tests for Treatment Effect Heterogeneity With Duration Outcomes 0 0 0 6 0 0 8 26
Specification tests for generalised propensity scores using double projections 0 0 0 0 0 0 2 2
Specification tests for the propensity score 0 0 0 40 0 3 21 141
Testing for Uncorrelated Residuals in Dynamic Count Models With an Application to Corporate Bankruptcy 0 0 0 2 0 1 11 39
The Role of Parallel Trends in Event Study Settings: An Application to Environmental Economics 0 0 7 106 13 24 123 409
When Is Parallel Trends Sensitive to Functional Form? 0 0 4 30 11 16 59 182
Why Some States Fail: The Role of Culture? 0 0 0 16 0 1 10 66
Total Journal Articles 78 186 607 2,003 516 1,137 3,499 9,480

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 10 36 277 2,110 106 323 1,737 11,031
DRDID: Stata module for the estimation of Doubly Robust Difference-in-Difference models 1 9 72 509 24 66 319 2,499
STAGGERED: Stata module implementing R staggered package based on Roth and Sant'Anna (2023) 1 2 9 55 3 11 71 326
Total Software Items 12 47 358 2,674 133 400 2,127 13,856

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Statistics updated 2026-10-11