Emphasizing practice over theory, Bayesian Data Analysis describes how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Using examples from the authors' own experiences, the book focuses on modern computational tools and obtains inferences using computer simulations. The author studies a variety of models and a range of issues, from incorporating survey design information to checking model adequacy, all from a consistent Bayesian viewpoint. The book's uni