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Contents
Contents
Introduction to Multiple Imputation
James Carpenter & Mike Kenward
Version 1; March 4, 2005
Contents
Introduction
Why do multiple imputation?
Some notation
Intuition behind multiple imputation
Notation for analyses of imputed data sets
Intuition for combining the estimates
Combining the estimates
Testing hypotheses
How do we draw
Y
M
|
Y
O
?
Frequently asked questions
Some references for MI
Software
Chained equations: some comments
Summary and conclusions
Bibliography
About this document ...
James Carpenter 2005-03-04
