Bayesian Logical Data Analysis for the Physical Sciences

Name: Bayesian Logical Data Analysis for the Physical Sciences
Brand: Cambridge University Press
SKU: 9780521841504
Price: 158.52 EUR
Availability: InStock

A Comparative Approach with Mathematica (R) Support

Autor: Phil Gregory

Jazyk:

Väzba: Pevná

Vydavateľ: Cambridge University Press

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-18 dní

158.52 €

Bayesian inference provides a simple and unified approach to data analysis, allowing experimenters t...

Informácie o knihe

Autor

Phil Gregory

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2005

Stránok

488

EAN

9780521841504

ISBN

052184150X

Enbook ID

02046456

Vydavateľ

Cambridge University Press

Hmotnosť

1082

Rozmery

184 x 260 x 33

Kompletný popis

Bayesian inference provides a simple and unified approach to data analysis, allowing experimenters to assign probabilities to competing hypotheses of interest, on the basis of the current state of knowledge. By incorporating relevant prior information, it can sometimes improve model parameter estimates by many orders of magnitude. This book provides a clear exposition of the underlying concepts with many worked examples and problem sets. It also discusses implementation, including an introduction to Markov chain Monte-Carlo integration and linear and nonlinear model fitting. Particularly extensive coverage of spectral analysis (detecting and measuring periodic signals) includes a self-contained introduction to Fourier and discrete Fourier methods. There is a chapter devoted to Bayesian inference with Poisson sampling, and three chapters on frequentist methods help to bridge the gap between the frequentist and Bayesian approaches. Supporting Mathematica® notebooks with solutions to selected problems, additional worked examples, and a Mathematica tutorial are available at www.cambridge.org/9780521150125.

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Bayesian Logical Data Analysis for the Physical Sciences

A Comparative Approach with Mathematica (R) Support

Informácie o knihe

Kompletný popis

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Zákazníci, ktorí si kúpili túto knihu, kúpili tiež