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Implementing matching estimators for average treatment effects in Stata
Provedor de dados: 31
Autores: Abadie,   Alberto; Drukker,   David M.; Herr,   Jane Leber; Imbens,   Guido W.
This paper presents an implementation of matching estimators for average treatment effects in Stata. The nnmatch command allows you to estimate the average effect for all units or only for the treated or control units; to choose the number of matches; to specify the distance metric; to select a bias adjustment; and to use heteroskedastic-robust variance estimators.
Tipo: Journal Article
Palavras-chave: Nnmatch; Average treatment effects; Matching; Exogeneity; Unconfoundedness; Ignorability; Research Methods/ Statistical Methods.
Ano: 2004
URL: http://purl.umn.edu/116250