Statistical Analysis with Missing Data

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

doi:10.2307/1269814

Public

Statistical Analysis with Missing Data

Published in Technometrics • Nov 1, 1988

Authors:

Subir Ghosh

Roderick J. A. Little

Donald B. Rubin

Abstract

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-BASED APPROACHES TO THE ANALYSIS OF MISSING DATA.Theory of ...

Subject

Missing data

Imputation (statistics)

Computer science

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