Arbeitspapier

Visualization, identification, and estimation in the linear panel event study design

Linear panel models, and the "event-study plots" that often accompany them, are popular tools for learning about policy effects. We discuss the construction of event-study plots and suggest ways to make them more informative. We examine the economic content of different possible identifying assumptions. We explore the performance of the corresponding estimators in simulations, highlighting that a given estimator can perform well or poorly depending on the economic environment. An accompanying Stata package, xtevent, facilitates adoption of our suggestions.

Sprache
Englisch

Erschienen in
Series: Working Papers ; No. 2022-07

Klassifikation
Wirtschaft
Single Equation Models; Single Variables: Panel Data Models; Spatio-temporal Models
Model Evaluation, Validation, and Selection
Thema
Linear Panel Data Models
Difference-in-Differences
Staggered Adoption
Pre-Trends
Event Study

Ereignis
Geistige Schöpfung
(wer)
Freyaldenhoven, Simon
Hansen, Christian Bailey
Pérez Pérez, Jorge
Shapiro, Jesse M.
Ereignis
Veröffentlichung
(wer)
Banco de México
(wo)
Ciudad de México
(wann)
2022

Handle
Letzte Aktualisierung
10.03.2025, 11:42 MEZ

Datenpartner

Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.

Objekttyp

  • Arbeitspapier

Beteiligte

  • Freyaldenhoven, Simon
  • Hansen, Christian Bailey
  • Pérez Pérez, Jorge
  • Shapiro, Jesse M.
  • Banco de México

Entstanden

  • 2022

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