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About Course
Welcome to Statistical Models for Mental Health Data. This course discuss fundamentals of novel statistical approaches to mental health data.
Course Instructor(s)
Samuel Iddi
Course objectives
Course content(s)
- Generalized Linear Models: OLS, Linear regression models, GLAMM
- Longitudinal and Multilevel analysis
- Mixed effects models, Fixed Effect, Random effects and GEE
- Structural Equation Modeling
- Causal Mediation Analysis
Course Instructor(s)
Samuel Iddi
Course objectives
Course content(s)
- Generalized Linear Models: OLS, Linear regression models, GLAMM
- Longitudinal and Multilevel analysis
- Mixed effects models, Fixed Effect, Random effects and GEE
- Structural Equation Modeling
- Causal Mediation Analysis