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Multiple Imputation of Missing Values

Multiple Imputation of Missing Values

Following the seminal publications of Rubin about thirty years ago, statisticians have become increasingly aware of the inadequacy of ā€œcomplete-caseā€ analysis of datasets with missing observations. In medicine, for example, observations may be missing in a sporadic way for different covariates, and a complete-case analysis may omit as many as ā€¦