Statistical Analysis With Missing Data (Wiley Series in Probability and Statistics)

Type
Book
Authors
Little ( Little, Roderick J.A. )
Rubin ( Rubin, Donald B. )
 
ISBN 10
0471802549 
ISBN 13
9780471802549 
Category
Unknown  [ Browse Items ]
Publication Year
1987 
Publisher
Wiley 
Pages
304 
Description
Acknowledged experts on the subject bring together diverse sources on methods for statistical analysis of data sets with missing values, a pervasive problem for which standard methods are of limited value. Blending theory and application, it reviews historical approaches to the subject, and rigorous yet simple methods for multivariate analysis with missing values. Goes on to provide a coherent theory for 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. - from Amzon 
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