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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

Counterfactual treatment effects : estimation and inference

Hsu, Yu-Chin; Lai, Tsung-Chih; Lieli, Robert P. - In: Journal of business & economic statistics : JBES ; a … 40 (2022) 1, pp. 240-255

Persistent link: https://www.econbiz.de/10012804104

Quantile structural treatment effects : application to smoking wage penalty and its determinants

Hsu, Yu-Chin; Kan, Kamhon; Lai, Tsung-Chih - In: Econometric reviews 40 (2021) 2, pp. 128-147

Persistent link: https://www.econbiz.de/10012483804

Consistent tests for conditional treatment effects

Hsu, Yu-Chin - 2013

Persistent link: https://www.econbiz.de/10009778555

Consistent tests for conditional treatment effects

Hsu, Yu-Chin - In: The econometrics journal 20 (2017) 1, pp. 1-22

Persistent link: https://www.econbiz.de/10011719929

Estimation and inference for distribution functions and quantile functions in treatment effect models

Donald, Stephen G.; Hsu, Yu-Chin - In: Journal of econometrics 178 (2014) 1, pp. 383-397

Persistent link: https://www.econbiz.de/10010256214

Estimation and inference for distribution functions and quantile functions in treatment effect models

Donald, Stephen G.; Hsu, Yu-Chin - 2012

Persistent link: https://www.econbiz.de/10009682440

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

Testing identifying assumptions in fuzzy regression discontinuity designs

Arai, Yoichi; Hsu, Yu-Chin; Kitagawa, Toru; Mourifié, … - In: Quantitative economics : QE ; journal of the … 13 (2022) 1, pp. 1-28

We propose a new specification test for assessing the validity of fuzzy regression discontinuity designs (FRD‐validity). We derive a new set of testable implications, characterized by a set of inequality restrictions on the joint distribution of observed outcomes and treatment status at the...

Persistent link: https://www.econbiz.de/10012807725

Robust uniform inference for quantile treatment effects in regression discontinuity designs

Chiang, Harold D.; Hsu, Yu-Chin; Sasaki, Yuya - In: Journal of econometrics 211 (2019) 2, pp. 589-618

Persistent link: https://www.econbiz.de/10012303853