A Complete Framework for Model-Free Difference-in-Differences Estimation (Foundations and Trends® in Econometrics) - Softcover

Henderson, Daniel J.; Sperlich, Stefan

 
9781638282761: A Complete Framework for Model-Free Difference-in-Differences Estimation (Foundations and Trends® in Econometrics)
Softcover
ISBN 10: 1638282765 ISBN 13: 9781638282761
Verlag: now publishers Inc, 2023

Inhaltsangabe

A Complete Framework for Model-Free Difference-in-Differences Estimation proposes a complete framework for data-driven difference-in-differences analysis with covariates, in particular nonparametric estimation and testing. The authors start with simultaneously choosing confounders and a scale of the outcome along identification conditions. They estimate first heterogeneous treatment effects stratified along the covariates, then the average effect(s) for the treated. This provides the asymptotic and finite sample behaviour of our estimators and tests, bootstrap procedures for their standard errors and p-values, and an automatic bandwidth choice. The pertinence of these methods is shown with a study of the impact of the Deferred Action for Childhood Arrivals program on educational outcomes for non-citizen immigrants in the US.

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Verlag
now publishers Inc
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
1638282765
ISBN 13 
9781638282761
Einband
Taschenbuch
Anzahl der Seiten
106
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Buchpark GmbH
gpsr@buchpark.de

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Trebbin
Brandenburg
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Deutschland