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Bayesian Reasoning in Data Analysis: A Critical Introduction [Hardcover]

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Item description for Bayesian Reasoning in Data Analysis: A Critical Introduction by Giulio D'Agostini...

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.

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Item Specifications...

Studio: World Scientific Publishing Company
Pages   329
Est. Packaging Dimensions:   Length: 0.75" Width: 6" Height: 9"
Weight:   1.35 lbs.
Binding  Hardcover
Publisher   World Scientific Publishing Company
ISBN  9812383565  
ISBN13  9789812383563  

Availability  0 units.

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1Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > Statistics
2Books > Subjects > Professional & Technical > Professional Science > Mathematics > Mathematical Analysis
3Books > Subjects > Science > Experiments, Instruments & Measurement > Measurement
4Books > Subjects > Science > General
5Books > Subjects > Science > Mathematics > Applied > Probability & Statistics
6Books > Subjects > Science > Mathematics > General
7Books > Subjects > Science > Mathematics > Mathematical Analysis
8Books > Subjects > Science > Mathematics > Mensuration
9Books > Subjects > Science > Mathematics > Pure Mathematics > Calculus

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