Multiple imputation for nonresponse in surveys /
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...
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| Format: | eBook |
| Language: | English |
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New York :
Wiley,
©1987.
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| Series: | Wiley series in probability and mathematical statistics. Applied probability and statistics.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | 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 imputa. |
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| Physical Description: | 1 online resource (xxix, 258 pages) : illustrations |
| Format: | Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. |
| Bibliography: | Includes bibliographical references (pages 244-250) and index. |
| ISBN: | 9780470316696 0470316691 9780470317365 0470317361 |
| ISSN: | 0271-6232 |