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  • 标题:ipw: An R Package for Inverse Probability Weighting
  • 本地全文:下载
  • 作者:Willem M. van der Wal ; Ronald B. Geskus
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2011
  • 卷号:43
  • 期号:1
  • 页码:1-23
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:We describe the R package ipw for estimating inverse probability weights. We show how to use the package to fit marginal structural models through inverse probability weighting, to estimate causal effects. Our package can be used with data from a point treatment situation as well as with a time-varying exposure and time-varying confounders. It can be used with binomial, categorical, ordinal and continuous exposure variables.
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