This book provides a mathematically rigorous yet accessible and engaging introduction to Bayesian interference with relevant examples that will be of interest to biologists working in the fields of ecology, wildlife management and environmental studies as well as students in advanced undergraduate statistics. This text opens the door to Bayesian interference, taking advantage of modern computational efficiencies and easily accessible software to evaluating complex hierarchical models.