causal_statのノート

R, Tex, データサイエンスに関するノート

Multi-valued treatment のPropensity Score

Multi-valued treatment のPropensity Score

についての論文

Imbens (2000), Biometrika

Lechner, M. (2001): Identification and Estimation of Causal Effects of Multiple Treatments Under The Conditional Independence Assumption, in Econometric Evaluation of Labour Market Policies, ed. by M. Lechner, and F. Pfeffer.

Cattaneo (2007), Efficient Semiparametric Estimation of Multi-valued Treatment Effects
わかりやすい

Estimating causal effects for multivalued treatments: a comparison of approaches
Ariel Linden, S. Derya Uysal,b Andrew Ryanc and John L. Adams

IPW定量のAsymptotic Normality は?