Flexpaneldid : a stata toolbox for causal analysis with varying treatment time and duration / Eva Dettmann, Alexander Giebler, Antje Weyh
Loading...
Download3.08 MB
Flexpaneldid
Discovery
1693129671
URN
urn:nbn:de:gbv:3:2-118740
DOI
ISBN
ISSN
Koordinaten
Skalierung
dc.contributor.contributor
Other contributor
Publication history
Halle (Saale), Germany : Halle Institute for Economic Research (IWH) - Member of the Leibniz Association, [16. März 2020]
Content
1 Online-Ressource (III, 38 Seiten, 3,08 MB) : Diagramme
Edition
Language
eng
Comment
Abstract
The paper presents a modification of the matching and difference-in-differences approach of Heckman et al. (1998) for the staggered treatment adoption design and a Stata tool that implements the approach. This flexible conditional difference-in-differences approach is particularly useful for causal analysis of treatments with varying start dates and varying treatment durations. Introducing more flexibility enables the user to consider individual treatment periods for the treated observations and thus circumventing problems arising in canonical difference-in-differences approaches. The open-source flexpaneldid toolbox for Stata implements the developed approach and allows comprehensive robustness checks and quality tests. The core of the paper gives comprehensive examples to explain the use of the commands and its options on the basis of a publicly accessible data set.
Series
IWH-Diskussionspapiere ; 2020, no. 3 (March 2020) ppn:837399270