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  • 标题:Multiple imputation of missing values: update
  • 本地全文:下载
  • 作者:Royston, Patrick
  • 期刊名称:Journal of Food Distribution Research
  • 印刷版ISSN:0047-245X
  • 出版年度:2005
  • 期号:SUPPL
  • 页码:188-201
  • 出版社:Food Distribution Research Society
  • 摘要: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.
  • 关键词:ice;mvis;uvis;micombine;mijoin;misplit;missing data;missing at random;multiple imputation;multivariate imputation;regression modeling
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