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Replication data for: Pre-event Trends in the Panel Event-Study Design

Version
1
Resource Type
Dataset
Creator
  • Freyaldenhoven, Simon
  • Hansen, Christian
  • Shapiro, Jesse M.
Publication Date
2019-09-01
Description
  • Abstract

    We consider a linear panel event-study design in which unobserved confounds may be related both to the outcome and to the policy variable of interest. We provide sufficient conditions to identify the causal effect of the policy by exploiting covariates related to the policy only through the confounds. Our model implies a set of moment equations that are linear in parameters. The effect of the policy can be estimated by 2SLS, and causal inference is valid even when endogeneity leads to pre-event trends ("pre-trends") in the outcome. Alternative approaches perform poorly in our simulations.
Availability
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Relations
  • Is supplement to
    DOI: 10.1257/aer.20180609 (Text)
Publications
  • Freyaldenhoven, Simon, Christian Hansen, and Jesse M. Shapiro. “Pre-Event Trends in the Panel Event-Study Design.” American Economic Review 109, no. 9 (September 1, 2019): 3307–38. https://doi.org/10.1257/aer.20180609.
    • ID: 10.1257/aer.20180609 (DOI)

Update Metadata: 2020-05-18 | Issue Number: 2 | Registration Date: 2019-12-07

Freyaldenhoven, Simon; Hansen, Christian; Shapiro, Jesse M. (2019): Replication data for: Pre-event Trends in the Panel Event-Study Design. Version: 1. ICPSR - Interuniversity Consortium for Political and Social Research. Dataset. https://doi.org/10.3886/E116213V1