Bayesian Methods in Environmental Science

Bayes' Theorem

Prior and Posterior Distributions

Bayesian Inference

Gibbs Sampling

Metropolis-Hastings Algorithm

Convergence Diagnostics

MCMC Software

Bayesian Regression Models

Bayesian Spatial Models

Bayesian Time Series Models

Model Selection and Averaging