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  • 标题:Comparative politics and the synthetic control method revisited: a note on Abadie et al. (2015)
  • 本地全文:下载
  • 作者:Stefan Klößner ; Ashok Kaul ; Gregor Pfeifer
  • 期刊名称:Swiss Journal of Economics and Statistics
  • 电子版ISSN:2235-6282
  • 出版年度:2018
  • 卷号:154
  • 期号:1
  • 页码:1-11
  • DOI:10.1186/s41937-017-0004-9
  • 语种:English
  • 出版社:Springer
  • 摘要:Recently, Abadie et al. (Am J Polit Sci 59:495鈥?10, 2015) have expanded synthetic control methods by the so-called cross-validation technique. We find that their results are not being reproduced when alternative software packages are used or when the variables鈥?ordering within the dataset is changed. We show that this failure stems from the cross-validation technique relying on non-uniquely defined predictor weights. While the amount of the resulting ambiguity is negligible for the main application of Abadie et al. (Am J Polit Sci 59:495鈥?10, 2015), we find it to be substantial for several of their robustness analyses. Applying well-defined, standard synthetic control methods reveals that the authors鈥?results are particularly driven by a specific control country, the USA.
  • 关键词:Synthetic control methods;Cross-validation
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