Using Machine Learning Methods to Detect Heterogeneous Treatment Effects for Multilevel Studies in Education: A Review, Tutorial, and Empirical Comparison. UF Ed Policy Brown Bag 2024.
An Introduction to the Applications of Machine Learning to Causal Inference. Peking University China Institute for Education Finance Research 2023 Young Scholar Summer School.
An Introduction to Advanced Study Design Methods. Peking University China Institute for Education Finance Research 2022 Young Scholar Summer School.
Hands-on Power Analysis for Multilevel Randomized Control Trials. Presented at the University of Alabama Libraries Data Services Workshop Series (DSWS), Tuscaloosa, AL. [Slides]
EDF 7405 Advanced Quantitative Foundations of Educational Research
Fall 2020, Spring 2021, Summer 2022, Fall 2022 [syllabus]
EDF 7474 Multilevel Models
Spring 2021, Spring 2023, Spring 2024 [syllabus]
EDF 6938 Special Topic: Multilevel Randomized Trials
Fall 2021, Fall 2024 [Syllabus]
BER 695 Special Topic: Applied Regression Analysis (New course)
Spring 2020
BER 645 Advanced Experimental Design
Spring 2020
BER 663 Special Topic: Causal Inference (New course)
Spring 2019 (Cancelled because of low enrollment) [Syllabus]
BER 540 Statistical Methods in Education
Fall 2017, Spring 2018, Fall 2018 (one face-to-face session and one online session), Fall 2019 (two online sessions)
BER 500 Introduction to Educational Research
Spring 2018, Spring 2019
ESC_PS 9720 Hierarchical Linear Modeling (Co-Instructor with Prof. Nianbo Dong)
Spring 2016, Spring 2017
ESC_PS 8020 Overview of Research Methods (Co-Instructor with Prof. Roberta Scholes)
Summer 2016 (online session)