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Assistant Professor
Department of Economics National Chung Cheng University Ph.D. in Economics National Taiwan University, 2017 Research Interests Econometrics, Applied Microeconomics Curriculum Vitae Contact Information tclai@ccu.edu.tw |
Publications
- Estimation and Inference for Distribution and Quantile Functions in Endogenous Treatment Effect Models (with Yu-Chin Hsu and Robert P. Lieli), Econometric Reviews, forthcoming
- Counterfactual Treatment Effects: Estimation and Inference (with Yu-Chin Hsu and Robert P. Lieli), Journal of Business & Economic Statistics, forthcoming [Supplement] [Matlab Code]
- Quantile Structural Treatment Effects: Application to Smoking Wage Penalty and its Determinants (with Yu-Chin Hsu and Kamhon Kan), Econometric Reviews, 40(2), 128-147, 2021 [Data] [Matlab Code]
- Nonparametric Estimation of Natural Direct and Indirect Effects Based on Inverse Probability Weighting (with Yu-Chin Hsu and Martin Huber), Journal of Econometric Methods, 8(1), 1-20, 2019
- Treatment Effect Models: A Brief Review (with Yu-Chin Hsu, in Chinese), Taiwan Economic Review, 46(4), 501-521, 2018
Working Papers
- Estimating Conditional Densities Without Boundary Biases: Theory and Applications (with Chung-Ming Kuan)
- Testing Covariate Dependence of Conditional Transition Probabilities (with Xiaojun Song)
Work in Progress
- Testing Treatment Effect Monotonicity under Unconfoundedness (with Yu-Chin Hsu, Ying-Ying Lee and Jen-Che Liao)
- Estimating Distributional Impacts of Continuous Treatments with Mixed Data (with Chi-Yang Chu)
- Testing Monotonicity in Intergenerational Upward Mobility Measures
