Research paper

Connections between survey calibration estimators and semiparametric models for incomplete data

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Title
Connections between survey calibration estimators and semiparametric models for incomplete data
Content partner
The University of Auckland Library
Collection
ResearchSpace@Auckland
Description

Survey calibration (or generalized raking) estimators are a standard approach to the use of auxiliary information in survey sampling, improving on the simple Horvitz–Thompson estimator. In this paper we relate the survey calibration estimators to the semiparametric incomplete-data estimators of Robins and coworkers, and to adjustment for baseline variables in a randomized trial. The development based on calibration estimators explains the “estimated weights” paradox and provides useful heuris...

Format
Research paper
Research format
Journal article
Date created
2011
Creator
Lumley, Thomas / Shaw, PA / Dai, JY
URL
http://hdl.handle.net/2292/12583

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