Bayesian statistics has exploded into biology & its sub-disciplines, such as ecology, over the years. This is a guide to applying Win BUGS to the types of models that they use most often: linear (LM), generalized linear (GLM), linear mixed (LMM) & generalized linear mixed models (GLMM).