EPI 262
Intermediate Biostatistics: Regression, Prediction, Survival Analysis (STATS 262)
Methods for analyzing longitudinal data. Topics include Kaplan-Meier methods, Cox regression, hazard ratios, time-dependent variables, longitudinal data structures, profile plots, missing data, modeling change, MANOVA, repeated-measures ANOVA, GEE, and mixed models. Emphasis is on practical applications. Prerequisites: basic ANOVA and linear regression.
Topics
- Kaplan-Meier methods
- Cox regression
- hazard ratios
- time-dependent variables
- longitudinal data structures
- profile plots
- missing data
- modeling change
- MANOVA
- repeated-measures ANOVA
- and mixed models
Topics explicitly listed in official catalogue description
Sources
- Course catalogue ↗2026-2027