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  • 标题:ebalance: A Stata Package for Entropy Balancing
  • 本地全文:下载
  • 作者:Jens Hainmueller ; Yiqing Xu
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2013
  • 卷号:54
  • 期号:1
  • 页码:1-18
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:The Stata package ebalance implements entropy balancing, a multivariate reweighting method described in Hainmueller (2012 ) that allows users to reweight a dataset such that the covariate distributions in the reweighted data satisfy a set of specified moment conditions. This can be useful to create balanced samples in observational studies with a binary treatment where the control group data can be reweighted to match the covariate moments in the treatment group. Entropy balancing can also be used to reweight a survey sample to known characteristics from a target population.
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