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: 847.4 RON
Availability: PreOrder

Autor: Giulio D'Agostini

Limbă:

Legare: Copertă tare

Editura: World Scientific Publishing Co Pte Ltd

Disponibilitate: Retipărire preconizată

Termenul este necunoscut

847.40 lei

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

Informații despre carte

Autor

Giulio D'Agostini

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2003

Pagini

352

EAN

9789812383563

ISBN

9812383565

Enbook ID

05067506

Editura

World Scientific Publishing Co Pte Ltd

Greutate

632

Dimensiuni

153 x 234 x 24

Descriere completă

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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