Statistical Analysis with Missing Data,9780471183860

Statistical Analysis with Missing Data

by ;
Edition: 2nd
ISBN13: 9780471183860
ISBN10: 0471183865
Format: Hardcover
Pub. Date: 2002-09-09
Publisher(s): Wiley-Interscience
List Price: $180.00

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Summary

* Emphasizes the latest trends in the field. * Includes a new chapter on evolving methods. * Provides updated or revised material in most of the chapters.

Author Biography

RODERICK J. A. LITTLE, PhD, is Professor and Chair of Biostatistics at the University of Michigan. DONALD B. RUBIN, PhD, is the Chair of the Department of Statistics at Harvard University.

Table of Contents

Preface.
PART I: OVERVIEW AND BASIC APPROACHES.
Introduction.
Missing Data in Experiments.
Complete-Case and Available-Case Analysis, Including Weighting Methods.
Single Imputation Methods.
Estimation of Imputation Uncertainty.
PART II: LIKELIHOOD-

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