Machine Learning: Unsupervised and Supervised Learning
Supervised and unsupervised machine learning are important statistical techniques commonly applied in many social and behavioral science research problems.
Statistics
Multi-level Modeling: Nested and Longitudinal data
This is a course on models for multilevel nested data. These data arise in nested designs, which are quite common to education and applied social, behavioral and policy science.
Generalized Linear Mixture Model
This is a course in advanced statistical techniques that covers generalized linear models and extensions that are commonly used in health and policy research.