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Bayes' Rule With Python
A Tutorial Introduction to Bayesian Analysis
Taschenbuch von James V Stone
Sprache: Englisch

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Beschreibung
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. 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 book includes Python (3.0) code snippets, which reproduce key numerical results and diagrams.
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. 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 book includes Python (3.0) code snippets, which reproduce key numerical results and diagrams.
Über den Autor
Dr James Stone is an Honorary Reader in Vision and Computational Neuroscience at the University of Sheffield, England.
Details
Erscheinungsjahr: 2016
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9780993367939
ISBN-10: 0993367933
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Stone, James V
Hersteller: Jim Stone
Maße: 229 x 152 x 11 mm
Von/Mit: James V Stone
Erscheinungsdatum: 15.10.2016
Gewicht: 0,282 kg
Artikel-ID: 102598596
Über den Autor
Dr James Stone is an Honorary Reader in Vision and Computational Neuroscience at the University of Sheffield, England.
Details
Erscheinungsjahr: 2016
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9780993367939
ISBN-10: 0993367933
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Stone, James V
Hersteller: Jim Stone
Maße: 229 x 152 x 11 mm
Von/Mit: James V Stone
Erscheinungsdatum: 15.10.2016
Gewicht: 0,282 kg
Artikel-ID: 102598596
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