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Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting

Hsu, Yu-Chin; Huber, Martin; Lai, Tsung-Chih - In: Journal of econometric methods 8 (2019) 1, pp. 1-20

Persistent link: https://www.econbiz.de/10012022995

Estimating conditional average treatment effects

Abrevaya, Jason; Hsu, Yu-Chin; Lieli, Robert P. - In: Journal of business & economic statistics : JBES ; a … 33 (2015) 4, pp. 485-505

Persistent link: https://www.econbiz.de/10011403224

Semiparametrically efficient estimation of the average linear regression function

Graham, Bryan S.; Pinto, Cristine Campos de Xavier - 2018

Let Y be an outcome of interest, X a vector of treatment measures, and W a vector of pre-treatment control variables. Here X may include (combinations of) continuous, discrete, and/or non-mutually exclusive "treatments". Consider the linear regression of Y onto X in a subpopulation homogenous in...

Persistent link: https://www.econbiz.de/10011924562

Semiparametrically efficient estimation of the average linear regression function

Graham, Bryan S.; Pinto, Cristine Campos de Xavier - In: Journal of econometrics 226 (2022) 1, pp. 115-138

Persistent link: https://www.econbiz.de/10013440523

Inference on causal effects in a generalized Regression Kink Design

Card, David E.; Lee, David S.; Pei, Zhuan; Weber, Andrea - 2015

We consider nonparametric identification and estimation in a nonseparable model where a continuous regressor of … endogenous assignment variable (like previous earnings). We provide new results on identification and estimation for these …

Persistent link: https://www.econbiz.de/10010467807