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Pedro H. C. Sant'Anna

Personal Details

First Name:Pedro
Middle Name:H. C.
Last Name:Sant'Anna
Suffix:
RePEc Short-ID:psa1158
https://sites.google.com/site/pedrohcsantanna/
Terminal Degree:2015 Departamento de Economía; Universidad Carlos III de Madrid (from RePEc Genealogy)

Affiliation

Department of Economics
Vanderbilt University

Nashville, Tennessee (United States)
http://www.vanderbilt.edu/econ/


615-343-8495
Box 1819, Station B, Nashville, TN 37235
RePEc:edi:devanus (more details at EDIRC)

Research output

as
Jump to: Working papers Articles

Working papers

  1. Pedro H. C. Sant'Anna & Xiaojun Song, 2020. "Specification tests for generalized propensity scores using double projections," Papers 2003.13803, arXiv.org.
  2. Michelle Marcus & Pedro H. C. Sant'Anna, 2020. "The role of parallel trends in event study settings: An application to environmental economics," Papers 2009.01963, arXiv.org.
  3. Miguel A. Delgado & Andr'es Garc'ia-Suaza & Pedro H. C. Sant'Anna, 2019. "Distribution Regression in Duration Analysis: an Application to Unemployment Spells," Papers 1904.06185, arXiv.org.
  4. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment," DETU Working Papers 1804, Department of Economics, Temple University.
  5. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods," Papers 1803.09015, arXiv.org, revised Aug 2020.
  6. Pedro H. C. Sant'Anna & Xiaojun Song & Qi Xu, 2018. "Covariate Distribution Balance via Propensity Scores," Papers 1810.01370, arXiv.org, revised Apr 2020.
  7. Pedro H. C. Sant'Anna & Jun B. Zhao, 2018. "Doubly Robust Difference-in-Differences Estimators," Papers 1812.01723, arXiv.org, revised May 2020.
  8. Pedro H. C. Sant'Anna & Xiaojun Song, 2016. "Specification Tests for the Propensity Score," Papers 1611.06217, arXiv.org, revised Feb 2019.
  9. Pedro H. C. Sant'Anna, 2016. "Nonparametric Tests for Treatment Effect Heterogeneity with Duration Outcomes," Papers 1612.02090, arXiv.org, revised Feb 2020.
  10. Pedro H. C. Sant'Anna, 2016. "Program Evaluation with Right-Censored Data," Papers 1604.02642, arXiv.org.
  11. Sant'Anna, Pedro H. C., 2013. "Testing for Uncorrelated Residuals in Dynamic Count Models with an Application to Corporate Bankruptcy," MPRA Paper 48376, University Library of Munich, Germany.

Articles

  1. Sant’Anna, Pedro H.C. & Song, Xiaojun, 2019. "Specification tests for the propensity score," Journal of Econometrics, Elsevier, vol. 210(2), pages 379-404.
  2. Pedro H. C. Sant’Anna, 2017. "Testing for Uncorrelated Residuals in Dynamic Count Models With an Application to Corporate Bankruptcy," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 35(3), pages 349-358, July.
  3. Claudio D. Shikida, Ari Francisco de Araujo Jr., and Pedro H. C. Sant'Anna, 2011. "Why Some States Fail: The Role of Culture?," Cato Journal, Cato Journal, Cato Institute, vol. 31(1), pages 59-74, Winter.

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Working papers

  1. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment," DETU Working Papers 1804, Department of Economics, Temple University.

    Cited by:

    1. Héctor Galindo Silva; Guy Tchuente & Guy Tchuente, 2019. "Fighting for Not-So-Religious Souls: The Role of Religious Competition in Non-Religious Conflicts," Vniversitas Económica 017555, Universidad Javeriana - Bogotá.
    2. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls and Weighted Event Studies with Staggered Adoption," Papers 1912.03290, arXiv.org.
    3. Peter Hull, 2018. "Estimating Treatment Effects in Mover Designs," Papers 1804.06721, arXiv.org.
    4. Pedro H. C. Sant'Anna & Jun B. Zhao, 2018. "Doubly Robust Difference-in-Differences Estimators," Papers 1812.01723, arXiv.org, revised May 2020.
    5. Clément de Chaisemartin & Xavier D'Haultfoeuille, 2019. "Two-way Fixed Effects Estimators with Heterogeneous Treatment Effects," NBER Working Papers 25904, National Bureau of Economic Research, Inc.
    6. Rösner, Anja & Haucap, Justus & Heimeshoff, Ulrich, 2020. "The impact of consumer protection in the digital age: Evidence from the European Union," DICE Discussion Papers 330, University of Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    7. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    8. Tal Gross & Raymond Kluender & Feng Liu & Matthew J. Notowidigdo & Jialan Wang, 2019. "The Economic Consequences of Bankruptcy Reform," NBER Working Papers 26254, National Bureau of Economic Research, Inc.
    9. Bruno Ferman, 2020. "Inference in Differences-in-Differences with Few Treated Units and Spatial Correlation," Papers 2006.16997, arXiv.org, revised Aug 2020.
    10. Sukjin Han, 2018. "Identification in Nonparametric Models for Dynamic Treatment Effects," Papers 1805.09397, arXiv.org, revised Jan 2019.
    11. Bruno Ferman, 2019. "Inference in Differences-in-Differences: How Much Should We Trust in Independent Clusters?," Papers 1909.01782, arXiv.org, revised Sep 2020.
    12. Clarke, Damian & Tapia Schythe, Kathya, 2020. "Implementing the Panel Event Study," MPRA Paper 101669, University Library of Munich, Germany.
    13. Jiafeng Chen & Edward L. Glaeser & David Wessel, 2019. "The (Non-) Effect of Opportunity Zones on Housing Prices," NBER Working Papers 26587, National Bureau of Economic Research, Inc.
    14. Tymon S{l}oczy'nski, 2018. "Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights," Papers 1810.01576, arXiv.org, revised May 2020.
    15. Juliano Assunção & Robert McMillan & Joshua Murphy & Eduardo Souza-Rodrigues, 2019. "Optimal Environmental Targeting in the Amazon Rainforest," NBER Working Papers 25636, National Bureau of Economic Research, Inc.
    16. Goodman-Bacon, Andrew & Marcus, Jan, 2020. "Using Difference-in-Differences to Identify Causal Effects of COVID-19 Policies," EconStor Open Access Articles, ZBW - Leibniz Information Centre for Economics, pages 153-158.
    17. Sloczynski, Tymon, 2018. "A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands," IZA Discussion Papers 11866, Institute of Labor Economics (IZA).
    18. Susan Athey & Guido Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Papers 1808.05293, arXiv.org, revised Sep 2018.
    19. Douglas L. Miller & Na’ama Shenhav & Michel Z. Grosz, 2019. "Selection into Identification in Fixed Effects Models, with Application to Head Start," NBER Working Papers 26174, National Bureau of Economic Research, Inc.
    20. Jianfei Cao & Shirley Lu, 2019. "Synthetic Control Inference for Staggered Adoption: Estimating the Dynamic Effects of Board Gender Diversity Policies," Papers 1912.06320, arXiv.org.
    21. Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2020. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Papers 2007.04267, arXiv.org, revised Aug 2020.
    22. Juliano Assuncao & Robert McMillan & Joshua Murphy & Eduardo Souza-Rodrigues, 2019. "Optimal Environmental Targeting in the Amazon Rainforest," Working Papers tecipa-631, University of Toronto, Department of Economics.
    23. Jorge Rodríguez & Fernando Saltiel & Sergio S. Urzúa, 2018. "Dynamic Treatment Effects of Job Training," NBER Working Papers 25408, National Bureau of Economic Research, Inc.
    24. Gonçalves, S. & Rodrigues, T.P. & Chagas, A.L.S., 2020. "The impact of wind power on the Brazilian labor market," Renewable and Sustainable Energy Reviews, Elsevier, vol. 128(C).
    25. Gamboa, Luis Fernando & Rodriguez Lesmes, Paul, 2019. "The fertility-inhibiting effect of mosquitoes: Socio-economic differences in response to the Zika crisis in Colombia," Economics & Human Biology, Elsevier, vol. 35(C), pages 63-72.
    26. Budzinski, Oliver & Kunz-Kaltenhäuser, Philipp, 2020. "Promoting or restricting competition? - The 50plus1-rule in German football," Ilmenau Economics Discussion Papers 141, Ilmenau University of Technology, Institute of Economics.
    27. Liyang Sun & Sarah Abraham, 2018. "Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effects," Papers 1804.05785, arXiv.org, revised Sep 2020.
    28. Schmidheiny, Kurt & Siegloch, Sebastian, 2020. "On event studies and distributed-lags in two-way fixed effects models: Identification, equivalence, and generalization," ZEW Discussion Papers 20-017, ZEW - Leibniz Centre for European Economic Research.

  2. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods," Papers 1803.09015, arXiv.org, revised Aug 2020.

    Cited by:

    1. Héctor Galindo Silva; Guy Tchuente & Guy Tchuente, 2019. "Fighting for Not-So-Religious Souls: The Role of Religious Competition in Non-Religious Conflicts," Vniversitas Económica 017555, Universidad Javeriana - Bogotá.
    2. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2019. "Synthetic Controls and Weighted Event Studies with Staggered Adoption," Papers 1912.03290, arXiv.org.
    3. Clément de Chaisemartin & Xavier D'Haultfoeuille, 2019. "Two-way Fixed Effects Estimators with Heterogeneous Treatment Effects," NBER Working Papers 25904, National Bureau of Economic Research, Inc.
    4. Rösner, Anja & Haucap, Justus & Heimeshoff, Ulrich, 2020. "The impact of consumer protection in the digital age: Evidence from the European Union," DICE Discussion Papers 330, University of Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    5. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    6. Tal Gross & Raymond Kluender & Feng Liu & Matthew J. Notowidigdo & Jialan Wang, 2019. "The Economic Consequences of Bankruptcy Reform," NBER Working Papers 26254, National Bureau of Economic Research, Inc.
    7. Bruno Ferman, 2020. "Inference in Differences-in-Differences with Few Treated Units and Spatial Correlation," Papers 2006.16997, arXiv.org, revised Aug 2020.
    8. Sukjin Han, 2018. "Identification in Nonparametric Models for Dynamic Treatment Effects," Papers 1805.09397, arXiv.org, revised Jan 2019.
    9. Bruno Ferman, 2019. "Inference in Differences-in-Differences: How Much Should We Trust in Independent Clusters?," Papers 1909.01782, arXiv.org, revised Sep 2020.
    10. Clarke, Damian & Tapia Schythe, Kathya, 2020. "Implementing the Panel Event Study," MPRA Paper 101669, University Library of Munich, Germany.
    11. Jiafeng Chen & Edward L. Glaeser & David Wessel, 2019. "The (Non-) Effect of Opportunity Zones on Housing Prices," NBER Working Papers 26587, National Bureau of Economic Research, Inc.
    12. Juliano Assunção & Robert McMillan & Joshua Murphy & Eduardo Souza-Rodrigues, 2019. "Optimal Environmental Targeting in the Amazon Rainforest," NBER Working Papers 25636, National Bureau of Economic Research, Inc.
    13. Susan Athey & Guido Imbens, 2018. "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption," Papers 1808.05293, arXiv.org, revised Sep 2018.
    14. Douglas L. Miller & Na’ama Shenhav & Michel Z. Grosz, 2019. "Selection into Identification in Fixed Effects Models, with Application to Head Start," NBER Working Papers 26174, National Bureau of Economic Research, Inc.
    15. Jianfei Cao & Shirley Lu, 2019. "Synthetic Control Inference for Staggered Adoption: Estimating the Dynamic Effects of Board Gender Diversity Policies," Papers 1912.06320, arXiv.org.
    16. Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2020. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Papers 2007.04267, arXiv.org, revised Aug 2020.
    17. Juliano Assuncao & Robert McMillan & Joshua Murphy & Eduardo Souza-Rodrigues, 2019. "Optimal Environmental Targeting in the Amazon Rainforest," Working Papers tecipa-631, University of Toronto, Department of Economics.
    18. Jorge Rodríguez & Fernando Saltiel & Sergio S. Urzúa, 2018. "Dynamic Treatment Effects of Job Training," NBER Working Papers 25408, National Bureau of Economic Research, Inc.
    19. Gamboa, Luis Fernando & Rodriguez Lesmes, Paul, 2019. "The fertility-inhibiting effect of mosquitoes: Socio-economic differences in response to the Zika crisis in Colombia," Economics & Human Biology, Elsevier, vol. 35(C), pages 63-72.
    20. Budzinski, Oliver & Kunz-Kaltenhäuser, Philipp, 2020. "Promoting or restricting competition? - The 50plus1-rule in German football," Ilmenau Economics Discussion Papers 141, Ilmenau University of Technology, Institute of Economics.
    21. Schmidheiny, Kurt & Siegloch, Sebastian, 2020. "On event studies and distributed-lags in two-way fixed effects models: Identification, equivalence, and generalization," ZEW Discussion Papers 20-017, ZEW - Leibniz Centre for European Economic Research.

  3. Pedro H. C. Sant'Anna & Xiaojun Song & Qi Xu, 2018. "Covariate Distribution Balance via Propensity Scores," Papers 1810.01370, arXiv.org, revised Apr 2020.

    Cited by:

    1. Pedro H. C. Sant'Anna & Jun B. Zhao, 2018. "Doubly Robust Difference-in-Differences Estimators," Papers 1812.01723, arXiv.org, revised May 2020.

  4. Pedro H. C. Sant'Anna & Jun B. Zhao, 2018. "Doubly Robust Difference-in-Differences Estimators," Papers 1812.01723, arXiv.org, revised May 2020.

    Cited by:

    1. Yang Ning & Sida Peng & Jing Tao, 2020. "Doubly Robust Semiparametric Difference-in-Differences Estimators with High-Dimensional Data," Papers 2009.03151, arXiv.org.

  5. Pedro H. C. Sant'Anna & Xiaojun Song, 2016. "Specification Tests for the Propensity Score," Papers 1611.06217, arXiv.org, revised Feb 2019.

    Cited by:

    1. Fricke, Hans & Frölich, Markus & Huber, Martin & Lechner, Michael, 2015. "Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments," FSES Working Papers 459, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    2. David T. Frazier & Tatsushi Oka & Dan Zhu, 2017. "Indirect Inference with a Non-Smooth Criterion Function," Papers 1708.02365, arXiv.org, revised Jul 2019.

Articles

  1. Sant’Anna, Pedro H.C. & Song, Xiaojun, 2019. "Specification tests for the propensity score," Journal of Econometrics, Elsevier, vol. 210(2), pages 379-404.
    See citations under working paper version above.
  2. Claudio D. Shikida, Ari Francisco de Araujo Jr., and Pedro H. C. Sant'Anna, 2011. "Why Some States Fail: The Role of Culture?," Cato Journal, Cato Journal, Cato Institute, vol. 31(1), pages 59-74, Winter.

    Cited by:

    1. Tamilina, Larysa & Tamilina, Natalya, 2014. "Institutional Grafting as a Three-Dimensional Phenomenon," MPRA Paper 63171, University Library of Munich, Germany.
    2. Pitlik, Hans & Rode, Martin, 2017. "Individualistic values, institutional trust, and interventionist attitudes," Journal of Institutional Economics, Cambridge University Press, vol. 13(3), pages 575-598, September.

More information

Research fields, statistics, top rankings, if available.

Statistics

Access and download statistics for all items

Co-authorship network on CollEc

NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 10 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.
  1. NEP-ECM: Econometrics (10) 2013-07-20 2017-10-08 2017-10-08 2017-10-08 2018-04-09 2018-10-15 2019-01-07 2019-04-22 2020-04-13 2020-09-21. Author is listed
  2. NEP-LMA: Labor Markets - Supply, Demand, & Wages (1) 2018-04-09
  3. NEP-RMG: Risk Management (1) 2013-07-20

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