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