Introduction to advanced statistical methods used in environmental science and ecology. Topics include the following.
- Multiple regression
- Maximum likelihood and GLMs
- Generalized least squares
- Mixed effects models
- Generalized estimating equations (GEE)
- Generalized additive models (GAMs)
- Spatial statistics
- Spatio-temporal correlation
- Survival analysis
- Machine learning methods
- Multinomial data
- Survey sampling concepts
