鲁棒PCA综合控制

M. Bayani
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引用次数: 1

摘要

本研究提出一种五步算法用于综合控制方法的比较研究。我的算法建立在Abadie等人2015年的综合控制模型和Amjad等人2018年的后期模型之上。我应用了所有三种方法(鲁棒PCA综合控制,综合控制和鲁棒综合控制)来回答假设的问题,如果西德在1990年没有与东德统一,西德的人均GDP会是多少?然后,我将这三种算法应用于两项安慰剂研究和一项鲁棒性检查。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust PCA Synthetic Control
This study proposes a five-step algorithm for synthetic control method for comparative studies. My algorithm builds on the synthetic control model of Abadie et al., 2015 and the later model of Amjad et al., 2018. I apply all three methods (robust PCA synthetic control, synthetic control, and robust synthetic control) to answer the hypothetical question, what would have been the per capita GDP of West Germany if it had not reunified with East Germany in 1990? I then apply all three algorithms in two placebo studies and a robustness check.
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