Statistical Analysis with Missing Data (Probability & Mathematical Statistics S.) - Hardcover

Little, Roderick J. A.; Rubin, Donald B.

 
9780471802549: Statistical Analysis with Missing Data (Probability & Mathematical Statistics S.)

Inhaltsangabe

Blending theory and application, this study reviews historical approaches to the subject and provides rigorous yet simple methods for multivariate analysis with missing values. The book goes on to provide a coherent theory for the analysis of problems based on likelihoods derived from statistical models for the data and the missing data mechanism. The theory is applied to a wide range of important missing-data problems. Extensive references, examples and exercises are also provided.

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Reseña del editor

Blending theory and application, this study reviews historical approaches to the subject and provides rigorous yet simple methods for multivariate analysis with missing values. The book goes on to provide a coherent theory for the analysis of problems based on likelihoods derived from statistical models for the data and the missing data mechanism. The theory is applied to a wide range of important missing-data problems. Extensive references, examples and exercises are also provided.

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9780470526798: Statistical Analysis with Missing Data: 793 (Wiley Series in Probability and Statistics)

Vorgestellte Ausgabe

ISBN 10:  0470526793 ISBN 13:  9780470526798
Verlag: Wiley, 2019
Hardcover