University of Wisconsin–Madison

Quantitative Methods Courses

 711 Bayesian Methods in Educational Research

711 Missing Data in Educational Research

711 Applied Longitudinal Data Analysis

711 Graphical Methods for Causal Inference

760 Statistical Methods Applied to Education I

761 Statistical Methods Applied to Education II

762 Introduction to the Design of Educational Experiments

763 Regression Models in Education

771 Test Construction

773 Factor Analysis, Multidimensional Scaling, and Cluster Analysis

861 Statistical Analysis and Design in Educational Research: Nonparametrics

870 Test Theory I: Classical Test Theory

871 Test Theory II: Item Response Theory

960 Structural Equation Modeling

961 Philosophy of Statistics

963 Design & Analysis of Quasi-Experiments for Causal Inference

964 Hierarchical Linear Modeling

971 Advanced Topics in Quantitative Methods

View the QM Flow Chart (2016) to see recommended sequences for courses in the quantitative methods area.