Teaching:
POLI 784. Linear Methods in Causal Inference, UNC, 2024 Spring (graduates). Syllabus
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Lecture 1: Basic Concepts in Empirical Analysis. Slides
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Lecture 2: The Potential Outcome Framework. Slides
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Lecture 3: Statistical Inference I. Slides
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Lecture 4: Statistical Inference II. Slides
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Lecture 5: Regression I. Slides
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Lecture 6: Regression II. Slides
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Lecture 7: Heterogeneous Treatment Effects I. Slides
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Lecture 8: Heterogeneous Treatment Effects II. Slides
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Lecture 9: Complex Designs. Slides
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Lecture 10: Observational Studies. Slides
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Lecture 11: Matching. Slides
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Lecture 12: Weighting. Slides
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Lecture 13: Regression and Balancing. Slides
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Lecture 14: Doubly Robust Estimators. Slides
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Lecture 15: Evaluate Your Research Design. Slides
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Lecture 16: Instrumental Variable I. Slides
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Lecture 17: Instrumental Variable II. Slides
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Lecture 18: Instrumental Variable III. Slides
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Lecture 19: Regression Discontinuity Design I. Slides
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Lecture 20: Regression Discontinuity Design II. Slides
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Lecture 21: Panel Data Analysis I. Slides
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Lecture 22: Panel Data Analysis II. Slides
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Lecture 23: Panel Data Analysis III. Slides
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Lecture 24: Panel Data Analysis IV.
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Lecture 25: Mediation Analysis. Slides
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POLI 281-001. Data in Politics I: An Introduction, UNC, 2024 Fall (undergraduates). Syllabus
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POLI 281-002, 281-004. Data in Politics I: An Introduction, UNC, 2023 Fall (undergraduates).
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POLI 281-001, 281-002. Data in Politics I: An Introduction, UNC, 2023 Spring (undergraduates).
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POLI 891-001. Advanced Topics in Causal Inference, UNC, 2024 Fall (graduates). Syllabus
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POLI 891-002. Advanced Topics in Causal Inference, UNC, 2022 Fall (graduates). Syllabus
Past experiences:
Guest lecture on the foundation causal inference at the City University of Hong Kong, 2022 Summer.
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Guest Teaching Assistant for Professor Cyrus Samii's Quant II (PhD level causal inference), NYU, 2021 Spring.
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Guest lecture on causal inference under interference at UW-Madison’s Department of Educational Policy Studies, 2021 Spring.
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Guest lecture on causal inference under interference at Tsinghua University, 2021 Spring.
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Guest lecture on the basic ideas of program evaluation at UW-Madison’s Department of Educational Policy Studies, 2020 Fall.
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Teaching Assistant for Professor Cyrus Samii's Quant II (PhD level causal inference), NYU, 2020 Spring.
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Guest lectures on the introduction of causal inference at Renmin University, Beijing, 2019 Summer.
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Guest lecture on the application of machine learning in causal inference, The Hong Kong Polytechnic University, 2018 Summer
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Teaching Assistant for Professor Thomas Brambor, Political Methods (Undergraduates), NYU, 2018 Spring.
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Teaching Assistant for Professor Joshua Tucker, Comparative Politics (Undergraduates), NYU, 2017 Fall.
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Teaching Assistant for Professor Michael Laver, Comparative Politics (Undergraduates), NYU, 2017 Spring.