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Multiple imputation: a primer

Statistical Methods in Medical ResearchPublished 1 February 1999
Joseph L. Schafer
Citations3,671
SJR quartileQ1
SJR score0.97
SNIP1.12

TL;DR

Essential features of multiple imputation are reviewed, with answers to frequently asked questions about using the method in practice.

Abstract

In recent years, multiple imputation has emerged as a convenient and flexible paradigm for analysing data with missing values. Essential features of multiple imputation are reviewed, with answers to frequently asked questions about using the method in practice.

Keywords

Mathematics