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Multiple Imputation of Missing Values

Published in The Stata Journal: Promoting communications on statistics and Stata • Aug 1, 2004
Authors:
Patrick Royston

Abstract

Following the seminal publications of Rubin about thirty years ago, statisticians have become increasingly aware of the inadequacy of “complete-case” analysis of datasets with missing observations. In medicine, for example, observations may be missing in a sporadic way for different covariates, and ...

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