Details about Pedro H. C. Sant'Anna

Access statistics for papers by Pedro H. C. Sant'Anna.

Last updated 2025-02-06. Update your information in the RePEc Author Service.

Short-id: psa1158

Working Papers

2025

1. Difference-in-Differences with Compositional Changes
   Papers, arXiv.org View citations (1)
2. Was Javert right to be suspicious? Unpacking treatment effect heterogeneity of alternative sentences on time-to-recidivism in Brazil
   Papers, arXiv.org

2024

3. Difference-in-Differences with a Continuous Treatment
   Papers, arXiv.org View citations (167)
   Also in NBER Working Papers, National Bureau of Economic Research, Inc (2024) View citations (46)
4. Event-Studies with a Continuous Treatment
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (1)
   See also Journal Article Event Studies with a Continuous Treatment, AEA Papers and Proceedings, American Economic Association (2024) View citations (1) (2024)
5. Selection and parallel trends
   Papers, arXiv.org View citations (2)
   Also in CESifo Working Paper Series, CESifo (2022) View citations (7)

2023

6. Doubly Robust Estimators with Weak Overlap
   Papers, arXiv.org View citations (3)
7. Efficient Estimation for Staggered Rollout Designs
   Papers, arXiv.org View citations (13)
8. Specification tests for generalized propensity scores using double projections
   Papers, arXiv.org
9. What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature
   Papers, arXiv.org View citations (118)

2022

10. When Is Parallel Trends Sensitive to Functional Form?
    Papers, arXiv.org View citations (7)
    See also Journal Article When Is Parallel Trends Sensitive to Functional Form?, Econometrica, Econometric Society (2023) View citations (34) (2023)

2021

11. Distribution Regression in Duration Analysis: an Application to Unemployment Spells
    Papers, arXiv.org
12. Estimation of average treatment effects in staggered difference-in-differences designs
    2021 Stata Conference, Stata Users Group
13. Revised findings for "Procedural justice training reduces police use of force and complaints against officers"
    SocArXiv, Center for Open Science View citations (1)

2020

14. Covariate Distribution Balance via Propensity Scores
    Papers, arXiv.org View citations (4)
    See also Journal Article Covariate distribution balance via propensity scores, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2022) View citations (3) (2022)
15. Difference-in-Differences with Multiple Time Periods
    Papers, arXiv.org View citations (331)
    See also Journal Article Difference-in-Differences with multiple time periods, Journal of Econometrics, Elsevier (2021) View citations (1473) (2021)
16. Doubly Robust Difference-in-Differences Estimators
    Papers, arXiv.org View citations (309)
    See also Journal Article Doubly robust difference-in-differences estimators, Journal of Econometrics, Elsevier (2020) View citations (216) (2020)
17. Nonparametric Tests for Treatment Effect Heterogeneity with Duration Outcomes
    Papers, arXiv.org
    See also Journal Article Nonparametric Tests for Treatment Effect Heterogeneity With Duration Outcomes, Journal of Business & Economic Statistics, Taylor & Francis Journals (2021) (2021)
18. The role of parallel trends in event study settings: An application to environmental economics
    Papers, arXiv.org View citations (5)
    See also Journal Article The Role of Parallel Trends in Event Study Settings: An Application to Environmental Economics, Journal of the Association of Environmental and Resource Economists, University of Chicago Press (2021) View citations (59) (2021)

2019

19. Specification Tests for the Propensity Score
    Papers, arXiv.org View citations (9)
    See also Journal Article Specification tests for the propensity score, Journal of Econometrics, Elsevier (2019) View citations (9) (2019)

2018

20. Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment
    DETU Working Papers, Department of Economics, Temple University View citations (67)

2016

21. Program Evaluation with Right-Censored Data
    Papers, arXiv.org

2013

22. Testing for Uncorrelated Residuals in Dynamic Count Models with an Application to Corporate Bankruptcy
    MPRA Paper, University Library of Munich, Germany
    See also Journal Article Testing for Uncorrelated Residuals in Dynamic Count Models With an Application to Corporate Bankruptcy, Journal of Business & Economic Statistics, Taylor & Francis Journals (2017) (2017)

Journal Articles

2024

1. Event Studies with a Continuous Treatment
   AEA Papers and Proceedings, 2024, 114, 601-05 View citations (1)
   See also Working Paper Event-Studies with a Continuous Treatment, NBER Working Papers (2024) View citations (1) (2024)

2023

2. When Is Parallel Trends Sensitive to Functional Form?
   Econometrica, 2023, 91, (2), 737-747 View citations (34)
   See also Working Paper When Is Parallel Trends Sensitive to Functional Form?, Papers (2022) View citations (7) (2022)

2022

3. Covariate distribution balance via propensity scores
   Journal of Applied Econometrics, 2022, 37, (6), 1093-1120 View citations (3)
   See also Working Paper Covariate Distribution Balance via Propensity Scores, Papers (2020) View citations (4) (2020)

2021

4. Difference-in-Differences with multiple time periods
   Journal of Econometrics, 2021, 225, (2), 200-230 View citations (1473)
   See also Working Paper Difference-in-Differences with Multiple Time Periods, Papers (2020) View citations (331) (2020)
5. Nonparametric Tests for Treatment Effect Heterogeneity With Duration Outcomes
   Journal of Business & Economic Statistics, 2021, 39, (3), 816-832
   See also Working Paper Nonparametric Tests for Treatment Effect Heterogeneity with Duration Outcomes, Papers (2020) (2020)
6. The Role of Parallel Trends in Event Study Settings: An Application to Environmental Economics
   Journal of the Association of Environmental and Resource Economists, 2021, 8, (2), 235 - 275 View citations (59)
   See also Working Paper The role of parallel trends in event study settings: An application to environmental economics, Papers (2020) View citations (5) (2020)

2020

7. Doubly robust difference-in-differences estimators
   Journal of Econometrics, 2020, 219, (1), 101-122 View citations (216)
   See also Working Paper Doubly Robust Difference-in-Differences Estimators, Papers (2020) View citations (309) (2020)

2019

8. Specification tests for the propensity score
   Journal of Econometrics, 2019, 210, (2), 379-404 View citations (9)
   See also Working Paper Specification Tests for the Propensity Score, Papers (2019) View citations (9) (2019)

2017

9. Testing for Uncorrelated Residuals in Dynamic Count Models With an Application to Corporate Bankruptcy
   Journal of Business & Economic Statistics, 2017, 35, (3), 349-358
   See also Working Paper Testing for Uncorrelated Residuals in Dynamic Count Models with an Application to Corporate Bankruptcy, MPRA Paper (2013) (2013)

2011

10. Why Some States Fail: The Role of Culture?
    Cato Journal, 2011, 31, (1), 59-74 View citations (2)

Software Items

2025

1. STAGGERED: Stata module implementing R staggered package based on Roth and Sant'Anna (2023)
   Statistical Software Components, Boston College Department of Economics

2023

2. CSDID: Stata module for the estimation of Difference-in-Difference models with multiple time periods
   Statistical Software Components, Boston College Department of Economics View citations (1)

2022

3. DRDID: Stata module for the estimation of Doubly Robust Difference-in-Difference models
   Statistical Software Components, Boston College Department of Economics