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文章基本信息

  • 标题:Multiple imputation of missing values: New features for mim
  • 本地全文:下载
  • 作者:Royston, Patrick ; Carlin, John B. ; White, Ian R.
  • 期刊名称:Journal of Food Distribution Research
  • 印刷版ISSN:0047-245X
  • 出版年度:2009
  • 卷号:40
  • 期号:SUPPL
  • 页码:252-264
  • 出版社:Food Distribution Research Society
  • 摘要:We present an update of mim, a program for managing multiply imputed datasets and performing inference (estimating parameters) using Rubin’s rules for combining estimates from imputed datasets. The new features of particular importance are an option for estimating the Monte Carlo error (due to the sampling variability of the imputation process) in parameter estimates and in related quantities, and a general routine for combining any scalar estimate across imputations.
  • 关键词:mim;multiple imputation;missing data;missing at random;ice;MICE
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