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Rubin, Donald B.

Multiple Imputation for Nonresponse in Surveys

Rubin, Donald B. - Multiple Imputation for Nonresponse in Surveys, ebook

165,40€

Ebook, PDF with Adobe DRM
ISBN: 9780470317365
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Demonstrates how nonresponse in sample surveys and censuses can be handled by replacing each missing value with two or more multiple imputations. Clearly illustrates the advantages of modern computing to such handle surveys, and demonstrates the benefit of this statistical technique for researchers who must analyze them. Also presents the background for Bayesian and frequentist theory. After establishing that only standard complete-data methods are needed to analyze a multiply-imputed set, the text evaluates procedures in general circumstances, outlining specific procedures for creating imputations in both the ignorable and nonignorable cases. Examples and exercises reinforce ideas, and the interplay of Bayesian and frequentist ideas presents a unified picture of modern statistics.

Author(s)
Publisher
John Wiley and Sons, Inc.
Publication year
2009
Language
en
Edition
1
Series
Wiley Series in Probability and Statistics
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9780470317365
Printed ISBN
9780471087052

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