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" Multiple imputation for nonresponse in surveys / "


Document Type : BL
Record Number : 1001420
Doc. No : b755790
Main Entry : Rubin, Donald B.
Title & Author : Multiple imputation for nonresponse in surveys /\ Donald B. Rubin.
Publication Statement : New York :: Wiley,, ©1987.
Series Statement : Wiley series in probability and mathematical statistics. Applied probability and statistics,
Page. NO : xxix, 258 pages :: illustrations ;; 24 cm.
ISBN : 047108705X
: : 9780471087052
Bibliographies/Indexes : Includes bibliographical references (pages 244-250) and index.
Contents : Introduction -- Statistical Background. Underlying Bayesian Theory -- Randomization-Based Evaluations -- Procedures with Ignorable Nonresponse -- Procedures with Nonignorable Nonresponse -- Problems. References -- Index.
Abstract : "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."--Web page description.
Subject : Multiple imputation (Statistics)
Subject : Nonresponse (Statistics)
Subject : Social surveys-- Response rate.
Subject : Échantillonnage (Statistique)
Subject : Enquêtes sociales-- Taux de réponse.
Subject : Imputation multiple (Statistique)
Subject : Ausreißerwert
Subject : Datenerhebung
Subject : Enquêtes sociologiques.
Subject : Multiple imputation (Statistics)
Subject : Multiple imputation (Statistics)
Subject : Nonresponse (Statistics)
Subject : Social surveys-- Response rate.
Subject : Ausreißerwert.
Subject : Datenerhebung.
Subject : Non-respons.
Subject : Ontbrekende gegevens.
Subject : Statistische analyse.
Subject : Survey-onderzoek.
Dewey Classification : ‭001.4/225‬
LC Classification : ‭HA31.2‬‭.R83 1987‬
NLM classification : ‭31.73‬bcl
copyhttps://lib.clisel.com/site/catalogue/1001420
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