Introduction to maximum likelihood and Bayesian statistics

Author: Petr Keil ([email protected])

Date: June 2021

License: CC-BY-SA

Overview of lessons

1. Introduction

2. Normal model

3. Poisson model

4. Bayesian analysis

5. Simplest JAGS model

6. Other distributions

7. t-test

8a. ANOVA and mixed-effect models - part 1

8b. ANOVA and mixed-effect models - part 2

6a. Linear regression - part 1

6b. Linear regression - part 2

7. Site-occupancy model

8. Resources

9. Conclusions