Many topics of statistics, machine learning, and data mining interest me. My specific research areas include tree-based methods, variable selection, survival analysis, and causal inference (particularly on stratified and individualized treatment effects). A list of my publications can be found from Google Scholar . Spring, 2021§ STAT 5474: Introduction to Data Mining § STAT 5393: Survival Analysis Previous Courses§ STAT 3320: Probability and Statistics § STAT 5494: Statistical Machine Learning II § STAT 5474: Statistical Machine Learning I § STAT 4385: Applied Regression Analysis § STAT 3330: Probability § STAT 3325: Probability and Applied Statistics § STAT 4380: Statistical Inference § STAT 5380 Mathematical Statistics I § STAT 5381: Mathematical Statistics II § STAT 5195: Graduate Seminar - Statistics § STAT 5428: Intro to Statistical Analysis § STAT 5370: Special Topic - Data Mining and Statistical Learning § BINF 5113: Mathematical Seminar for Bioinformatics § STAT 5370: Special Topic - Survival Analysis § STAT 2480 Elementary Statistical Methods (via Blackboard )