TSUNG-CHIH LAI 賴宗志
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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
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  • Counterfactual Treatment Effects: Estimation and Inference (with Yu-Chin Hsu and Robert P. Lieli), Journal of Business & Economic Statistics, forthcoming [Supplement] [Matlab Code]
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  • 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]
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  • ​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 ​
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  • 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)
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  • ​Estimating Distributional Impacts of Continuous Treatments with Mixed Data (with Chi-Yang Chu)
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  • Testing Monotonicity in Intergenerational Upward Mobility Measures

Teaching

  • Treatment Effects/Causal Inference in Stata [Stata Code]​
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  • Propensity Score Matching and Difference in Differences (in Chinese)
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