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Multiple imputation of missing values: update

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  • Patrick Royston

    (Cancer Division, MRC Clinical Trials Unit)

Abstract

This article describes a substantial update to mvis, which brings it more closely in line with the feature set of S. van Buuren and C. G. M. Oudshoorn’s implementation of the MICE system in R and S-PLUS (for details, see http://www.multiple-imputation.com). To make a clear distinction from mvis,the principal program of the new Stata release is called ice. I will give details of how to use the new features and a practical illustrative example using real data. All the facilities of mvis are retained by ice. Some improvements to micombine for computing estimates from multiply imputed datasets are also described. Copyright 2005 by StataCorp LP.

Suggested Citation

  • Patrick Royston, 2005. "Multiple imputation of missing values: update," Stata Journal, StataCorp LLC, vol. 5(2), pages 188-201, June.
    • Handle: RePEc:tsj:stataj:v:5:y:2005:i:2:p:188-201
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    References listed on IDEAS

    as
    1. Patrick Royston, 2004. "Multiple imputation of missing values," Stata Journal, StataCorp LLC, vol. 4(3), pages 227-241, September.
    2. John B. Carlin & Ning Li & Philip Greenwood & Carolyn Coffey, 2003. "Tools for analyzing multiple imputed datasets," Stata Journal, StataCorp LLC, vol. 3(3), pages 226-244, September.
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