Bayesian Statistics for Beginners by Therese M. Donovan offers a clear introduction to the basic principles of Bayesian statistics. This study book is aimed at users with little prior statistical knowledge and covers the application of Bayesian methods across various scientific disciplines.
Contents
The book follows a step-by-step approach with clear explanations and numerous practical examples. Bayes' theorem is used to update probability calculations based on new data, making this method particularly suitable for applications in the life sciences, psychology, medicine, and other fields. The text is characterized by accessible language, illustrations, and references to online resources.
Product specifications
- Author: Therese M. Donovan (Wildlife Biologist, Vermont Cooperative Fish and Wildlife Research Unit, University of Vermont, USA)
- Publisher: Oxford University Press
- Publication date: May 29, 2019
- Number of pages: 432
- ISBN: 9780198841302
- Subject: Bayesian inference
- BISAC: MATHEMATICS / Probability & Statistics / Bayesian Analysis
About the author
Therese Donovan works as a wildlife biologist at the Vermont Cooperative Fish and Wildlife Research Unit of the University of Vermont. She develops educational materials and online tutorials for ecological modeling and population analysis. Therese combines her scientific expertise with practical, hands-on instruction.