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ISBN 10: 159718070X
ISBN 13: 978-1597180702
Author: StataCorp
The Stata Multiple Imputation Reference Manual Release 11 is the official user guide from StataCorp for performing multiple imputation in Stata 11. Multiple imputation is a powerful statistical technique for handling missing data by creating multiple complete datasets, analyzing each one, and then combining results to account for the uncertainty due to missingness.
This manual provides comprehensive documentation on Stata’s mi suite of commands, explaining how to set up imputation data structures, perform imputation using various methods (such as multivariate normal, chained equations), manage imputed datasets, and analyze results correctly. It includes detailed syntax, options, and worked examples to help users apply these methods confidently in real research contexts.
The book is intended for researchers, data analysts, and students who want to handle missing data rigorously within Stata. It emphasizes both the theoretical foundations of multiple imputation and the practical details of implementing it in Stata 11, making it a key resource for users seeking to maximize the quality of their statistical analyses.
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Tags: StataCorp, Stata, Multiple Imputation, Reference Manual, Release 11
