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portada Bayesian Methods in Statistics: From Concepts to Practice
Type
Physical Book
Publisher
Author
Language
English
Pages
272
Format
Hardcover
ISBN13
9781529768619
Edition No.
1

Bayesian Methods in Statistics: From Concepts to Practice

Slater Mel (Author) · Sage Publishing · Hardcover

Bayesian Methods in Statistics: From Concepts to Practice - Slater Mel

New Book Imported to Netherlands
Delivery: 28 Oct - 30 Oct Shipping: 14 to 15 business days.
€ 285,72
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Synopsis "Bayesian Methods in Statistics: From Concepts to Practice "

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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