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Fitting Regression Models to Survey Data
by
Scott, Alastair
, Lumley, Thomas
in
Approximation
/ Polls & surveys
/ Regression analysis
/ Regression models
/ Special Section on Complex Surveys
/ Statistical analysis
/ Statistical methods
/ Statistics
2017
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Do you wish to request the book?
Fitting Regression Models to Survey Data
by
Scott, Alastair
, Lumley, Thomas
in
Approximation
/ Polls & surveys
/ Regression analysis
/ Regression models
/ Special Section on Complex Surveys
/ Statistical analysis
/ Statistical methods
/ Statistics
2017
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Journal Article
Fitting Regression Models to Survey Data
2017
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Overview
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.
Publisher
Institute of Mathematical Statistics
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