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 3 12 30 3 15 55 79
Beyond Parallel Trends: An Identification-Strategy-Robust Approach to Causal Inference with Panel Data 0 2 17 17 0 6 25 25
Covariate Distribution Balance via Propensity Scores 0 0 0 55 1 1 21 113
Difference-in-Differences Designs: A Practitioner's Guide 7 15 99 148 26 64 427 597
Difference-in-Differences with Compositional Changes 1 2 7 42 4 8 47 109
Difference-in-Differences with Multiple Time Periods 7 10 36 266 18 106 236 984
Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment 3 8 38 887 17 36 216 3,459
Difference-in-Differences with a Continuous Treatment 4 9 32 300 26 54 235 1,653
Difference-in-differences with a Continuous Treatment 3 5 13 30 30 60 127 221
Distribution Regression in Duration Analysis: an Application to Unemployment Spells 0 0 0 50 0 0 20 112
Doubly Robust Difference-in-Differences Estimators 0 0 2 95 2 6 43 311
Doubly Robust Estimators with Weak Overlap 0 1 2 31 1 3 20 48
Efficient Difference-in-Differences and Event Study Estimators 0 0 38 38 1 3 53 53
Efficient Estimation for Staggered Rollout Designs 1 2 4 63 4 10 36 182
Estimation of average treatment effects in staggered difference-in-differences designs 0 1 6 213 3 7 51 688
Event-Studies with a Continuous Treatment 0 0 5 62 4 7 53 158
Nonparametric Tests for Treatment Effect Heterogeneity with Duration Outcomes 0 0 0 19 1 2 21 57
Program Evaluation with Right-Censored Data 0 0 1 23 0 1 22 50
Revised findings for "Procedural justice training reduces police use of force and complaints against officers" 0 1 5 49 5 13 36 180
Selection and Parallel Trends 0 0 1 6 2 3 16 27
Selection and parallel trends 0 0 4 56 2 8 51 162
Specification Tests for the Propensity Score 0 0 0 25 2 3 21 143
Specification tests for generalized propensity scores using double projections 0 0 0 8 2 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 1 2 25 188
Was Javert right to be suspicious? Marginal Treatment Effects with Duration Outcomes 0 0 1 7 2 2 69 81
What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature 0 0 17 366 12 27 327 1,424
When Is Parallel Trends Sensitive to Functional Form? 0 0 0 40 1 2 11 99
Total Working Papers 28 59 342 3,025 170 451 2,300 11,337

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 1 1 23 41
Difference-in-Differences Designs: A Practitioner's Guide 9 27 27 27 26 68 68 68
Difference-in-Differences with multiple time periods 49 133 443 1,386 255 777 2,423 6,697
Doubly robust difference-in-differences estimators 4 18 47 257 34 86 298 1,156
Event Studies with a Continuous Treatment 5 9 26 49 14 30 103 161
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 1 40 1 3 22 141
Testing for Uncorrelated Residuals in Dynamic Count Models With an Application to Corporate Bankruptcy 0 0 0 2 1 1 11 39
The Role of Parallel Trends in Event Study Settings: An Application to Environmental Economics 0 2 11 106 4 23 120 396
When Is Parallel Trends Sensitive to Functional Form? 0 0 4 30 0 8 50 171
Why Some States Fail: The Role of Culture? 0 0 0 16 0 1 11 66
Total Journal Articles 67 189 561 1,925 336 998 3,139 8,964

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 11 43 297 2,100 109 328 1,768 10,925
DRDID: Stata module for the estimation of Doubly Robust Difference-in-Difference models 5 10 79 508 26 64 330 2,475
STAGGERED: Stata module implementing R staggered package based on Roth and Sant'Anna (2023) 0 1 9 54 3 10 72 323
Total Software Items 16 54 385 2,662 138 402 2,170 13,723

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Statistics updated 2026-09-10