Könyv Bayesian Reasoning In Data Analysis: A Critical Introduction Giulio D'Agostini

Bayesian Reasoning In Data Analysis: A Critical Introduction

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Utánnyomás
Megjelenés ismeretlen
57 197 Ft
A multi-level introduction to Bayesian reasoning (as opposed to "conventional statistics") and its a...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2003
oldal
352
EAN
9789812383563
ISBN
9812383565
Enbook ID
05067506
Súly
632
Méretek
153 x 234 x 24

Teljes leírás

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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