- 標題:2022 年 10 月 28 日CRETA Seminar - The Use of Machine Learning in Treatment Effect Estimation
- 公告日期:2022-10-14
【 10 月 28 日 CRETA Seminar】
日期: 2022 年 10 月 28 日 (週五) 下午 2:00~3:30
地點:線上舉行
講者:許育進教授 (中央研究院經濟研究所)
演講主題:The Use of Machine Learning in Treatment Effect Estimation
講題摘要:
We present recent developments in double machine learning (DML) approach. The DML approach is concerned primarily with selecting the relevant control variables and functional forms necessary for the consistent estimation of an average treatment effect. We explain why the use of orthogonal moment conditions is crucial in this setting. We also discuss how DML approach can be applied to estimate the conditional average treatment effect conditional on a pre-specified coordinate.
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- 最後修改時間:2023-03-27 PM 5:14