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Bayes' Rule with MatLab

A Tutorial Introduction to Bayesian Analysis

von Stone, James V   (Autor)

Discovered by an 18th century mathematician and preacher, Bayes' rule is a cornerstone of modern probability theory. In this richly illustrated book, a range of accessible examples is used to show how Bayes' rule is actually a natural consequence of common sense reasoning. Bayes' rule is then derived using intuitive graphical representations of probability, and Bayesian analysis is applied to parameter estimation using the MatLab and Python programs provided online. The tutorial style of writing, combined with a comprehensive glossary, makes this an ideal primer for novices who wish to become familiar with the basic principles of Bayesian analysis. Note that this MatLab version of Bayes' Rule includes working MatLab code snippets alongside the relevant equations.

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Produktbeschreibung

Discovered by an 18th century mathematician and preacher, Bayes' rule is a cornerstone of modern probability theory. In this richly illustrated book, a range of accessible examples is used to show how Bayes' rule is actually a natural consequence of common sense reasoning. Bayes' rule is then derived using intuitive graphical representations of probability, and Bayesian analysis is applied to parameter estimation using the MatLab and Python programs provided online. The tutorial style of writing, combined with a comprehensive glossary, makes this an ideal primer for novices who wish to become familiar with the basic principles of Bayesian analysis. Note that this MatLab version of Bayes' Rule includes working MatLab code snippets alongside the relevant equations. 

Autoreninfo

Visiting Professor, University of Sheffield, UK. 

Mehr vom Verlag:

Tutorial Introductions

Mehr vom Autor:

Stone, James V

Produktdetails

Medium: Buch
Format: Kartoniert
Seiten: 190
Sprache: Englisch
Erschienen: August 2015
Maße: 229 x 152 mm
Gewicht: 284 g
ISBN-10: 0993367909
ISBN-13: 9780993367908

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Libri GmbH
Europaallee 1
36244 Bad Hersfeld
E-Mail: gpsr@libri.de

Bestell-Nr.: 16757885 
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Einband: Kartoniert
Sprache: Englisch
Beilage(n): Paperback

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