Pedro H. C. Sant'Anna

Vanderbilt University - College of Arts and Science - Department of Economics

Box 1819 Station B

Nashville, TN 37235

United States

http://https://sites.google.com/site/pedrohcsantanna/

SCHOLARLY PAPERS

9

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SSRN CITATIONS
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Top 1,479

in Total Papers Citations

1,076

CROSSREF CITATIONS

14

Scholarly Papers (9)

1.

Difference-in-Differences with Multiple Time Periods

Number of pages: 45 Posted: 24 Mar 2018 Last Revised: 07 Dec 2020
Brantly Callaway and Pedro H. C. Sant'Anna
University of Mississippi - Department of Economics and Vanderbilt University - College of Arts and Science - Department of Economics
Downloads 5,231 (3,144)
Citation 985

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Difference-in-Differences, Event Study, Multiple Periods, Variation in Treatment Timing, Pre-Testing, Minimum Wage

2.

Doubly Robust Difference-in-Differences Estimators

Number of pages: 35 Posted: 18 Dec 2018 Last Revised: 07 May 2020
Pedro H. C. Sant'Anna and Jun B. Zhao
Vanderbilt University - College of Arts and Science - Department of Economics and Vanderbilt University - College of Arts and Science - Department of Economics
Downloads 825 (55,378)
Citation 98

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Causal Inference, Natural Experiments, Policy Evaluation, Treatment Effects

3.

Program Evaluation with Right-Censored Data

Number of pages: 40 Posted: 14 Apr 2016
Pedro H. C. Sant'Anna
Vanderbilt University - College of Arts and Science - Department of Economics
Downloads 388 (141,285)
Citation 8

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Kaplan-Meier Integrals, Survival Analysis; Policy Evaluation, Treatment effects, Duration models

4.

Specification Tests for the Propensity Score

Number of pages: 47 Posted: 21 Nov 2016 Last Revised: 13 Mar 2019
Pedro H. C. Sant'Anna and Xiaojun Song
Vanderbilt University - College of Arts and Science - Department of Economics and Peking University - Guanghua School of Management
Downloads 288 (194,899)
Citation 2

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Goodness-of-fit, Integrated Moments, Empirical Processes, Multiplier Bootstrap, Treatment Effects

5.

Covariate Distribution Balance via Propensity Scores

Number of pages: 36 Posted: 18 Oct 2018 Last Revised: 06 Apr 2020
Pedro H. C. Sant'Anna, Xiaojun Song and Qi Xu
Vanderbilt University - College of Arts and Science - Department of Economics, Peking University - Guanghua School of Management and Vanderbilt University - College of Arts and Science - Department of Economics
Downloads 250 (224,651)
Citation 1

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Causal inference; Empirical process; Inverse probability weighting; Minimum distance; Quantile treatment effects; Treatment effect heterogeneity

6.

Nonparametric Tests for Treatment Effect Heterogeneity with Duration Outcomes

Number of pages: 38 Posted: 08 Dec 2016 Last Revised: 18 Feb 2020
Pedro H. C. Sant'Anna
Vanderbilt University - College of Arts and Science - Department of Economics
Downloads 230 (243,599)
Citation 2

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Causal inference, Duration data, Empirical Process, Kaplan-Meier, Survival Analysis

7.

Specification Tests for Generalized Propensity Scores Using Double Projections

Number of pages: 36 Posted: 21 May 2020
Pedro H. C. Sant'Anna and Xiaojun Song
Vanderbilt University - College of Arts and Science - Department of Economics and Peking University - Guanghua School of Management
Downloads 87 (528,816)
Citation 1

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Double projections; generalized propensity scores; multiplier bootstrap; multi-valued treatment; specification tests

8.

Selection and Parallel Trends

CESifo Working Paper No. 9910
Number of pages: 53 Posted: 15 Sep 2022
Dalia Ghanem, Pedro H. C. Sant'Anna and Kaspar Wuthrich
University of California, Davis, Vanderbilt University - College of Arts and Science - Department of Economics and University of California, San Diego (UCSD)
Downloads 74 (581,680)

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causal inference, conditional parallal trends, covariates, difference-in-differences, selection mechanism, time-invariant and time-varying unobservables, treatment effects

9.

Testing for Uncorrelated Residuals in Dynamic Count Models with an Application to Corporate Bankruptcy

Journal of Business & Economic Statistics, DOI:10.1080/07350015.2015.1102732
Posted: 22 Mar 2016
Pedro H. C. Sant'Anna
Vanderbilt University - College of Arts and Science - Department of Economics

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Time Series of counts, Residual autocorrelation function, Model checking, Credit risk management.