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