Wiley Series in Probability and Mathematical Statistics Multiple Imputation for Nonresponse in Surveys
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Type
Book
Authors
Rubin ( Rubin, Donald B. )
ISBN 10
047108705X
ISBN 13
9780471087052
Category
Unknown
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Publication Year
1987
Publisher
John Wiley & Sons, United States
Pages
258
Description
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. - from Amzon
Number of Copies
1
Library | Accession‎ No | Call No | Copy No | Edition | Location | Availability |
---|---|---|---|---|---|---|
Main | 1840 | 1 | Yes |