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WEIGHTED LIKELIHOOD ESTIMATION UNDER TWO-PHASE SAMPLING

We develop asymptotic theory for weighted likelihood estimators (WLE) under two-phase stratified sampling without replacement. We also consider several variants of WLEs involving estimated weights and calibration. A set of empirical process tools are developed including a Glivenko–Cantelli theorem,...

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Detalhes bibliográficos
Main Authors: Saegusa, Takumi, Wellner, Jon A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3929280/
https://ncbi.nlm.nih.gov/pubmed/24563559
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/12-AOS1073
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