Bayesian Inference

Name: Bayesian Inference
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642055775
Price: 92.58 EUR
Availability: InStock

Parameter Estimation and Decisions

Autor: Hanns L. Harney

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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Solving a longstanding problem in the physical sciences, this text and reference generalizes Gaussia...

Informácie o knihe

Autor

Hanns L. Harney

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2010

Stránok

263

EAN

9783642055775

ISBN

364205577X

Enbook ID

02108264

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

433

Rozmery

155 x 17 x 16

Kompletný popis

Solving a longstanding problem in the physical sciences, this text and reference generalizes Gaussian error intervals to situations in which the data follow distributions other than Gaussian. The text is written at introductory level, with many examples and exercises.The book provides a generalization of Gaussian error intervals tosituations where the data follow non-Gaussian distributions. Thisusually occurs in frontier science, where the observed parameter isjust above background or the histogram of multiparametric datacontains empty bins. Then the validity of a theorycannot be decided by the chi-squared-criterion, but this long-standingproblem is solved here. The book is based on Bayes' theorem, symmetry anddifferential geometry. In addition to solutions of practical problems, the textprovides an epistemic insight: The logic of quantum mechanics isobtained as the logic of unbiased inference from counting data.However, no knowledge of quantum mechanics is required. The text,examples and exercises are written at an introductory level.

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Bayesian Inference

Parameter Estimation and Decisions

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