Teaching | Ye's Homepage

POLI 784. Linear Methods in Causal Inference, UNC, 2024 Spring (graduates). Syllabus

Lecture 1: Basic Concepts in Empirical Analysis. Slides

Lecture 2: The Potential Outcome Framework. Slides

Lecture 3: Statistical Inference I. Slides

Lecture 4: Statistical Inference II. Slides

Lecture 5: Regression I. Slides

Lecture 6: Regression II. Slides

Lecture 7: Heterogeneous Treatment Effects I. Slides

Lecture 8: Heterogeneous Treatment Effects II. Slides

Lecture 9: Complex Designs. Slides

Lecture 10: Observational Studies. Slides

Lecture 11: Matching. Slides

Lecture 12: Weighting. Slides

Lecture 13: Regression and Balancing. Slides

Lecture 14: Doubly Robust Estimators. Slides

Lecture 15: Evaluate Your Research Design. Slides

Lecture 16: Instrumental Variable I. Slides

Lecture 17: Instrumental Variable II. Slides

Lecture 18: Instrumental Variable III. Slides

Lecture 19: Regression Discontinuity Design I. Slides

Lecture 20: Regression Discontinuity Design II. Slides

Lecture 21: Panel Data Analysis I. Slides

Lecture 22: Panel Data Analysis II. Slides

Lecture 23: Panel Data Analysis III. Slides

Lecture 24: Panel Data Analysis IV.

Lecture 25: Mediation Analysis. Slides

POLI 281-001. Data in Politics I: An Introduction, UNC, 2024 Fall (undergraduates). Syllabus

POLI 281-002, 281-004. Data in Politics I: An Introduction, UNC, 2023 Fall (undergraduates).

POLI 281-001, 281-002. Data in Politics I: An Introduction, UNC, 2023 Spring (undergraduates).

POLI 891-001. Advanced Topics in Causal Inference, UNC, 2024 Fall (graduates). Syllabus

POLI 891-002. Advanced Topics in Causal Inference, UNC, 2022 Fall (graduates). Syllabus

Guest lecture on the foundation causal inference at the City University of Hong Kong, 2022 Summer.

Guest Teaching Assistant for Professor Cyrus Samii's Quant II (PhD level causal inference), NYU, 2021 Spring.

Guest lecture on causal inference under interference at UW-Madison’s Department of Educational Policy Studies, 2021 Spring.

Guest lecture on causal inference under interference at Tsinghua University, 2021 Spring.

Guest lecture on the basic ideas of program evaluation at UW-Madison’s Department of Educational Policy Studies, 2020 Fall.

Teaching Assistant for Professor Cyrus Samii's Quant II (PhD level causal inference), NYU, 2020 Spring.

Guest lectures on the introduction of causal inference at Renmin University, Beijing, 2019 Summer.

Guest lecture on the application of machine learning in causal inference, The Hong Kong Polytechnic University, 2018 Summer

Teaching Assistant for Professor Thomas Brambor, Political Methods (Undergraduates), NYU, 2018 Spring.

Teaching Assistant for Professor Joshua Tucker, Comparative Politics (Undergraduates), NYU, 2017 Fall.

Teaching Assistant for Professor Michael Laver, Comparative Politics (Undergraduates), NYU, 2017 Spring.