عنوان
پدید آورنده
موضوع
رده
HA31.2 .R83 1987
HA31
.
2
.
R83
1987
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
047108705X
(Number (ISBN
9780471087052
NATIONAL BIBLIOGRAPHY NUMBER
Number
b755790
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Multiple imputation for nonresponse in surveys /
General Material Designation
[Book]
First Statement of Responsibility
Donald B. Rubin.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York :
Name of Publisher, Distributor, etc.
Wiley,
Date of Publication, Distribution, etc.
©1987.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xxix, 258 pages :
Other Physical Details
illustrations ;
Dimensions
24 cm.
SERIES
Series Title
Wiley series in probability and mathematical statistics. Applied probability and statistics,
ISSN of Series
0271-6232
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages 244-250) and index.
CONTENTS NOTE
Text of Note
Introduction -- Statistical Background. Underlying Bayesian Theory -- Randomization-Based Evaluations -- Procedures with Ignorable Nonresponse -- Procedures with Nonignorable Nonresponse -- Problems. References -- Index.
0
SUMMARY OR ABSTRACT
Text of Note
"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.
OTHER EDITION IN ANOTHER MEDIUM
Title
Multiple imputation for nonresponse in surveys.
TOPICAL NAME USED AS SUBJECT
Multiple imputation (Statistics)
Nonresponse (Statistics)
Social surveys-- Response rate.
Échantillonnage (Statistique)
Enquêtes sociales-- Taux de réponse.
Imputation multiple (Statistique)
Ausreißerwert
Ausreißerwert.
Datenerhebung
Datenerhebung.
Enquêtes sociologiques.
Multiple imputation (Statistics)
Multiple imputation (Statistics)
Non-respons.
Nonresponse (Statistics)
Ontbrekende gegevens.
Social surveys-- Response rate.
Statistische analyse.
Survey-onderzoek.
UNIVERSAL DECIMAL CLASSIFICATION (UDC)
Number
519.2
DEWEY DECIMAL CLASSIFICATION
Number
001
.
4/225
Edition
19
LIBRARY OF CONGRESS CLASSIFICATION
Class number
HA31
.
2
Book number
.
R83
1987
OTHER CLASS NUMBERS
Class number
31
.
73
System Code
bcl
PERSONAL NAME - PRIMARY RESPONSIBILITY
Rubin, Donald B.
ORIGINATING SOURCE
Date of Transaction
20201204160216.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
