Download An Introduction to Bayesian Thinking By Merlise Pdf book free online – from An Introduction to Bayesian Thinking By Merlise Pdf book; The goal of this book is to provide an introduction to Bayesian Inference in decision making without requiring calculus.
It may be used on its own as an open-access introduction to Bayesian inference using R Programming Language for anyone interested in learning about Bayesian statistics.
The book focuses on Bayesian methods applied routinely in practice including multiple linear regression, mixed effects models and generalized linear models (GLM). The authors include many examples with complete R code and comparisons with analogous frequentist procedures.t is assumed that the readers have mastered the concept of conditional probability and the Bayes’ rule for discrete random variables. Calculus is not required for this chapter; however, for those who do, we shall briefly look at an integral.