Bayesian Reasoning In Data Analysis: A Critical Introduction

Name: Bayesian Reasoning In Data Analysis: A Critical Introduction
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789812383563
Price: 153.79 EUR
Availability: PreOrder

Autor: Giulio D'Agostini

Jazyk:

Väzba: Pevná

Vydavateľ: World Scientific Publishing Co Pte Ltd

Dostupnosť: Čaká sa dotlač

Termín neznámy

153.79 €

A multi-level introduction to Bayesian reasoning (as opposed to "conventional statistics") and its a...

Informácie o knihe

Autor

Giulio D'Agostini

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2003

Stránok

352

EAN

9789812383563

ISBN

9812383565

Enbook ID

05067506

Vydavateľ

World Scientific Publishing Co Pte Ltd

Hmotnosť

632

Rozmery

153 x 234 x 24

Kompletný popis

A multi-level introduction to Bayesian reasoning (as opposed to "conventional statistics") and its applications to data analysis. The basic ideas of this 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.

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Bayesian Reasoning In Data Analysis: A Critical Introduction

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