Lectures
Lecture slides:
- Slides 1. Introduction. Background: normal version | print version
- Slides 2. Exponential family: normal version | print version
- Slides 3. Hypotheses. Goodness of fit. Model diagnostics: normal version | print version
- Slides 4. Models with normal response: normal version | print version
- Slides 5. Models with continuous response: normal version | print version
- Slides 6. Models with binary response: normal version | print version
- Slides 7. Count data models I. Poisson model: normal version | print version
- Slides 8. Count data models II. Negative binomial model: normal version | print version
- Slides 9. Count data models III. Models with excess zeros: normal version | print version
- Slides 10. Count data models IV. Zero-truncated model. Generalized Poisson model: normal version | print version
- Slides 11. Tweedie models. Compound Poisson models: normal version | print version
- Slides 12. Models with censored and truncated data: normal version | print version
- Slides 13. Summary: normal version | print version