Bayesian Inference

Name: Bayesian Inference
Brand: Springer International Publishing AG
SKU: 9783319824031
Price: 107.46 EUR
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Data Evaluation and Decisions

Autor: HANNS LUDWIG HARNEY

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

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107.46 €

This new edition offers a comprehensive introduction to the analysis of data using Bayes rule. It ge...

Informácie o knihe

Autor

HANNS LUDWIG HARNEY

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2018

Stránok

243

EAN

9783319824031

ISBN

9783319824031

Enbook ID

19771219

Vydavateľ

Springer International Publishing AG

Hmotnosť

3985

Rozmery

155 x 235 x 15

Kompletný popis

This new edition offers a comprehensive introduction to the analysis of data using Bayes rule. It generalizes Gaussian error intervals to situations in which the data follow distributions other than Gaussian. This is particularly useful when the observed parameter is barely above the background or the histogram of multiparametric data contains many empty bins, so that the determination of the validity of a theory cannot be based on the chi-squared-criterion. In addition to the solutions of practical problems, this approach provides an epistemic insight: the logic of quantum mechanics is obtained as the logic of unbiased inference from counting data. New sections feature factorizing parameters, commuting parameters, observables in quantum mechanics, the art of fitting with coherent and with incoherent alternatives and fitting with multinomial distribution. Additional problems and examples help deepen the knowledge. Requiring no knowledge of quantum mechanics, the book is written on introductory level, with many examples and exercises, for advanced undergraduate and graduate students in the physical sciences, planning to, or working in, fields such as medical physics, nuclear physics, quantum mechanics, and chaos.

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Bayesian Inference

Data Evaluation and Decisions

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Kompletný popis

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