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  • 标题:Simulation-based sensitivity analysis for matching estimators
  • 本地全文:下载
  • 作者:Nannicini, Tommaso
  • 期刊名称:Journal of Food Distribution Research
  • 印刷版ISSN:0047-245X
  • 出版年度:2007
  • 期号:SUPPL
  • 页码:334-350
  • 出版社:Food Distribution Research Society
  • 摘要:This article presents a Stata program (sensatt) that implements the sensitivity analysis for matching estimators proposed by Ichino, Mealli, and Nannicini (Journal of Applied Econometrics, forthcoming). The analysis simulates a potential confounder to assess the robustness of the estimated treatment effects with respect to deviations from the conditional independence assumption. The program uses the commands for propensity-score matching (att* ) developed by Becker and Ichino (Stata Journal 2: 358–377). I give an example by using the National Supported Work demonstration, widely known in the program evaluation literature.
  • 关键词:sensatt;sensitivity analysis;matching;propensity score;program evaluation
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