UID:
almahu_9948197191502882
Umfang:
1 online resource (xxix, 258 pages) :
,
illustrations
Ausgabe:
Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010.
ISBN:
9780470316696
,
0470316691
,
9780470317365
,
0470317361
Inhalt:
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.
Anmerkung:
Multiple Imputation for Nonresponse in Surveys; Contents; TABLES AND FIGURES; GLOSSARY; 1. INTRODUCTION; 1.1. Overview; 1.2. Examples of Surveys with Nonresponse; 1.3. Properly Handling Nonresponse; 1.4. Single Imputation; 1.5. Multiple Imputation; 1.6. Numerical Example Using Multiple Imputation; 1.7. Guidance for the Reader; Problems; 2. STATISTICAL BACKGROUND; 2.1. Introduction; 2.2. Variables in the Finite Population; 2.3. Probability Distributions and Related Calculations; 2.4. Probability Specifications for Indicator Variables; 2.5. Probability Specifications for (X, Y).
,
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.
Weitere Ausg.:
Print version: Rubin, Donald B. Multiple imputation for nonresponse in surveys. New York : Wiley, ©1987 ISBN 047108705X
Weitere Ausg.:
ISBN 9780471087052
Sprache:
Englisch
Schlagwort(e):
Electronic books.
DOI:
10.1002/9780470316696
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470316696
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