TSUNG-CHIH LAI 賴宗志
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Assistant Professor
​Department of Economics
National Chung Cheng University


Research Interests
Econometrics, Causal Inference, Dependence Modeling

Curriculum Vitae

Contact Information
[email protected]

Publications

  • Counterfactual Copula, Economics Letters, 241, 111829, 2024 (with Jiun-Hua Su)​​​ [Working Paper] [Supplement]​

  • Direct and Indirect Effects of Local Baby Bonus on Fertility: A Mediation Analysis Synthetic Control Approach, Taiwan Economic Review, 52(2), 197-227, 2024 (in Chinese)
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  • Causal Inference in Economics: Theoretical Development and Applications, Journal of the Chinese Statistical Association, 62(3), 197-221, 2024 (in Chinese)
 
  • Counterfactual Treatment Effects: Estimation and Inference, Journal of Business & Economic Statistics, 40(1), 240-255, 2022 (with Yu-Chin Hsu and Robert P. Lieli) [Working Paper] [Supplement] [Code] [Data]​ ​
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  • Estimation and Inference for Distribution and Quantile Functions in Endogenous Treatment Effect Models, Econometric Reviews, 41(1), 22-50, 2022 (with Yu-Chin Hsu and Robert P. Lieli) [Working Paper] [Code] [Data]
 
  • Quantile Structural Treatment Effects: Application to Smoking Wage Penalty and Its Determinants, Econometric Reviews, 40(2), 128-147, 2021 (with Yu-Chin Hsu and Kamhon Kan) [Working Paper] [Code] [Data]
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  • ​Nonparametric Estimation of Natural Direct and Indirect Effects Based on Inverse Probability Weighting, Journal of Econometric Methods, 8(1), 2019 (with Yu-Chin Hsu and Martin Huber)
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  • Treatment Effect Models: A Brief Review, Taiwan Economic Review, 46(4), 501-521, 2018 (with Yu-Chin Hsu, in Chinese)

Working Papers

  • A Nonparametric Analysis of Time-Varying (Tail) Dependence Between Japan's Stock and Foreign Exchange Markets (with Yi-Chi Chen)

  • Nonparametric and Semiparametric Estimation of Upward Rank Mobility Curves (with Jia-Han Shih and Yi-Hau Chen)  

  • Testing Covariate Dependence of Conditional Transition Probability (with Xiaojun Song)

Work in Progress

  • Breaking the Curse of Dimensionality in Azadkia-Chatterjee's Dependence Coefficient: A Jackknife Synthetic Control Approach (with Jia-Han Shih)

  • ​​​​Weighted Global Measures of Upward Rank Mobility (with Jia-Han Shih and Yi-Hau Chen)​​​
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  • Testing Treatment Effect Monotonicity Under Unconfoundedness (with Yu-Chin Hsu, Ying-Ying Lee and Jen-Che Liao)​ ​​​​​​​
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