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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

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

Hsu, Yu-Chin; Lieli, Robert P.; Lai, Tsung-chih - 2015

Persistent link: https://www.econbiz.de/10011383327

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

Hsu, Yu-Chin; Lai, Tsung-Chih; Lieli, Robert P. - In: Econometric reviews 41 (2022) 1, pp. 22-50

Persistent link: https://www.econbiz.de/10013167577

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

Testing the unconfoundedness assumption via inverse probability weighted estimators of (L)ATT

Donald, Stephen G.; Hsu, Yu-Chin; Lieli, Robert P. - In: Journal of business & economic statistics : JBES ; a … 32 (2014) 3, pp. 395-415

Persistent link: https://www.econbiz.de/10010488493

Testing the unconfoundedness assumption via inverse probability weighted estimators of (L)ATT

Donald, Stephen G.; Hsu, Yu-Chin; Lieli, Robert P. - 2012

Persistent link: https://www.econbiz.de/10009682383

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

Distribution and quantile structural functions in treatment effect models : application to smoking effects on wages

Hsu, Yu-Chin; Kan, Kamhon; Lai, Tsung-chin - 2015

Persistent link: https://www.econbiz.de/10011383321

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

Model selection tests for conditional moment inequality models

Hsu, Yu-Chin; Shi, Xiaoxia - 2013

Persistent link: https://www.econbiz.de/10009778548