SMU SOE Seminar (October 4, 2023): Non-parametric Estimation and Uniform Inference of Treatment Effects

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ABSTRACT Ai et al. (2021) proposed an estimation of the general treatment model that encompasses binary, multi-valued, continuous, and a mixture of discrete and continuous treatments. They considered parametric treatment effects. This paper extends their results to the nonparametric treatment effects and to the nonparametric heterogeneous treatment effects. Under some sufficient conditions, the paper derives the large sample properties of the proposed estimator and establishes uniform confidence bands. Click here to view the CV. Click here to view the paper.
		PRESENTER Ai Chunrong The Chinese University of Hong Kong, Shenzhen
		RESEARCH FIELDS Cross-sectional econometrics Applied microeconomics Chinese economy Big data
		DATE: 4 October 2023 (Wednesday)
		TIME: 4pm - 5.30pm
		VENUE: Meeting Room 5.1, Level 5 School of Economics Singapore Management University 90 Stamford Road Singapore 178903