Bayesian Statistics The Basics

Product Description

Bayesian Statistics: The Basics provides a comprehensive yet accessible introduction to Bayesian statistics specifically tailored for any researcher with an interest in statistical methods. It covers the theoretical foundations of Bayesian inference contrasting it with classical statistical methods like null hypothesis significance testing. The book emphasizes key concepts such as prior and posterior distributions Bayes’ theorem and the Bayes factor making them understandable even for readers with minimal mathematical backgrounds. Methodologically the book offers practical step-by-step guides on how to conduct Bayesian analyses using the free software package JASP. Each chapter focuses on a…