Data/hora: 11/06/2024 07:01:31

Provedor de dados: | 31
País: | United States
Título: | Causal inference with observational data
Autores: | Nichols,   Austin.
Data: | 2011-12-27
Ano: | 2007
Palavras-chave: | Xtreg; Psmatch2; Nnmatch; Ivreg; Ivreg2; Ivregress; Rd; Lpoly; Xtoverid; Ranktest; Causal inference; Match; Matching; Reweighting; Propensity score; Panel; Instrumental variables; Excluded instrument; Weak identification; Regression; Discontinuity; Local polynomial; Research Methods/ Statistical Methods.
Resumo: | Problems with inferring causal relationships from nonexperimental data are briefly reviewed, and four broad classes of methods designed to allow estimation of and inference about causal parameters are described: panel regression, matching or reweighting, instrumental variables, and regression discontinuity. Practical examples are offered, and discussion focuses on checking required assumptions to the extent possible.
Tipo: | Article
Idioma: | Inglês

Identificador:

st0136

http://purl.umn.edu/119292

Relação: | Stata Journal&gt;Volume 7, Number 4, 4th Quarter 2007
Formato: | 35