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國立臺灣大學計量理論與應用研究中心 - CRETA

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CRETA Seminar

2022 年 6 月 24 日CRETA Seminar - Estimations of the Conditional Tail Average Treatment Effect

訊息標題:

2022 年 6 月 24 日CRETA Seminar - Estimations of the Conditional Tail Average Treatment Effect

簡介摘要:

國立臺灣大學計量理論與應用研究中心 (CRETA) 及臺灣經濟計量學會 (TES) 將於 2022 年 6 月 24 日舉辦 CRETA Seminar。相關資訊如下。

 

 6  24  CRETA Seminar

日期:2022 年 6 月 24 日 (週五) 下午 2:00~3:30

地點:線上舉行

講者:顏佑銘教授 (國立政治大學國際經營與貿易學系)

演講主題:Estimations of the Conditional Tail Average Treatment Effect

講題摘要:

We study estimation of the conditional tail average treatment effect (CTATE), defined as a difference between conditional tail expectations of potential outcomes. The CTATE can capture heterogeneity and deliver aggregated local information of treatment effects over different quantile levels and is closely related to the notion of second-order stochastic dominance and the Lorenz curve. These properties render it a valuable tool for policy evaluations. We consider a semiparametric treatment effect framework under endogeneity for the CTATE estimation using a newly introduced class of consistent loss functions jointly for the conditional tail expectation and quantile. We establish the asymptotic theory of our proposed CTATE estimator and provide an efficient algorithm for its implementation. We then apply the method to the evaluation of effects from participating in programs of the Job Training Partnership Act in the US.

 

講者介紹:

講者:顏佑銘教授 (國立政治大學國際經營與貿易學系)

備註事項:

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報名期限:2022/6/23 (四)  中午 12:00

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