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May 2017 Fitting Regression Models to Survey Data
Thomas Lumley, Alastair Scott
Statist. Sci. 32(2): 265-278 (May 2017). DOI: 10.1214/16-STS605

Abstract

Data from complex surveys are being used increasingly to build the same sort of explanatory and predictive models used in the rest of statistics. Although the assumptions underlying standard statistical methods are not even approximately valid for most survey data, analogues of most of the features of standard regression packages are now available for use with survey data. We review recent developments in the field and illustrate their use on data from NHANES.

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Thomas Lumley. Alastair Scott. "Fitting Regression Models to Survey Data." Statist. Sci. 32 (2) 265 - 278, May 2017. https://doi.org/10.1214/16-STS605

Information

Published: May 2017
First available in Project Euclid: 11 May 2017

zbMATH: 1381.62274
MathSciNet: MR3648959
Digital Object Identifier: 10.1214/16-STS605

Rights: Copyright © 2017 Institute of Mathematical Statistics

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Vol.32 • No. 2 • May 2017
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