eBook - ePub

Bayesian Methods in Statistics

Name: Bayesian Methods in Statistics
ISBN: 9781529769111

From Concepts to Practice

Mel Slater,

272 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Bayesian Methods in Statistics

From Concepts to Practice

Mel Slater,

About this book

This book walks you through learning probability and statistics from a Bayesian point of view.

From an introduction to probability theory through to frameworks for doing rigorous calculations of probability, it discusses Bayes' Theorem before illustrating how to use it in a variety of different situations with data addressing social and psychological issues.

The book also:

Equips you with coding skills in the statistical modelling language Stan and programming language R.
Discusses how Bayesian approaches to statistics compare to classical approaches.
Introduces Markov Chain Monte Carlo methods for doing Bayesian statistics through computer simulations, so you understand how Bayesian solutions are implemented.

Features include an introduction to each chapter and a chapter summary to help you check your learning. All the examples and data used in the book are also available in the online resources so you can practice at your own pace.

For readers with some understanding of basic mathematical functions and notation, this book will get you up and running so you can do Bayesian statistics with confidence.

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Yes, you can access Bayesian Methods in Statistics by Mel Slater in PDF and/or ePUB format, as well as other popular books in Social Sciences & Probability & Statistics. We have over one million books available in our catalogue for you to explore.