Hiroki Chiba

Semiparametric Efficient Inference under Non-Informative Complex Survey Designs

Two features intrinsic to survey sampling complicate semiparametric efficiency analysis: design-induced dependence among sampling indicators and the randomness of finite-population targets under the superpopulation law. For general semiparametric full-data models, we show that the observed-data experiment under a broad...