Multiple Imputation for Nonresponse in Surveys (Wiley Series in Probability and Mathematical Statistics. Applied Probability and Statistics) - Hardcover

Rubin, Donald B.

Hardcover

ISBN 10: 047108705X ISBN 13: 9780471087052

Verlag: John Wiley & Sons Inc, 1987

Inhaltsangabe

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.

Details zur Ausgabe

• Verlag: John Wiley & Sons Inc
• Erscheinungsdatum: 1987
• Sprache: Englisch
• ISBN 10: 047108705X
• ISBN 13: 9780471087052
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 258
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar