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World Scientific Publishing Company Bayesian Reasoning in Data Analysis: A Critical Introduction

Name: Bayesian Reasoning in Data Analysis: A Critical Introduction
Brand: World Scientific Publishing Company
Price: 58.0 GBP
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Engineering Physics

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Description

This book provides a multi-level introduction to Bayesian reasoning (as opposed to "conventional statistics") and its applications to data analysis. The basic ideas of this "new" approach to the quantification of uncertainty are presented using examples from research and everyday life. Applications covered include: parametric inference; combination of results; treatment of uncertainty due to systematic errors and background; comparison of hypotheses; unfolding of experimental distributions; upper/lower bounds in frontier-type measurements. Approximate methods for routine use are derived and are shown often to coincide - under well-defined assumptions! - with "standard" methods, which can therefore be seen as special cases of the more general Bayesian methods. In dealing with uncertainty in measurements, modern metrological ideas are utilized, including the ISO classification of uncertainty into type A and type B. These are shown to fit well into the Bayesian framework.

Product Specifications

Brand: World Scientific Publishing Company
Format: paperback
ASIN: 9814447951
Category: Books > Subjects > Science, Nature & Maths > Engineering & Technology > Engineering Physics
Domain: Amazon UK
Release Date: 13 June 2003
Listed Since: 20 November 2012

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World Scientific Publishing Company Bayesian Reasoning in Data Analysis: A Critical Introduction

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