CAS MA 678
Applied Statistical Modeling
Prerequisites: Admission to the MSSP program. - Application of multivariate data analytic techniques. Topics include ANOVA, multiple regression, logistic regression, generalized linear models, generalized linear mixed effect models, and Bayesian hierarchical models, experiment design, multiple comparison, and variable selection.
Topics
- ANOVA
- multiple regression
- logistic regression
- generalized linear models
- generalized linear mixed effect models
- and Bayesian hierarchical models
- experiment design
- multiple comparison
- and variable selection
Topics explicitly listed in official catalogue description
Sources
- Course catalogue ↗2026-2027