Introduction to Bayesian inference
Bayesian Inference for Biologists
Welcome
Introduction to Bayesian inference
1
Introduction: Modes of inference
2
Probability and Bayes’ theorem
3
Introduction to JAGS and MCMC
Example analyses with JAGS and R
4
Linear models, Bayesian style
5
GLM for count data
6
GLM for binomial data
7
GLM for continuous data
8
Nonlinear models in JAGS
9
Mixed models and random effects
Special applications of Bayesian inference
10
10-mark-recapture.html
11
State space models
References
Introduction to Bayesian inference
If it feels backwards, that’s because it is.
Welcome
1
Introduction: Modes of inference