Bayesian Logical Data Analysis for the Physical Sciences

Name: Bayesian Logical Data Analysis for the Physical Sciences
Brand: Cambridge University Press
SKU: 9780521841504
Price: 60525 HUF
Availability: InStock

A Comparative Approach with Mathematica (R) Support

Szerző: Phil Gregory

Nyelv:

Kötés: Kemény kötésű

Kiadó: Cambridge University Press

Elérhetőség: Beszállítói készleten

Küldés 10-18 napon belül

60 525 Ft

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

Információk a könyvről

Szerző

Phil Gregory

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2005

oldal

488

EAN

9780521841504

ISBN

052184150X

Enbook ID

02046456

Kiadó

Cambridge University Press

Súly

1082

Méretek

184 x 260 x 33

Teljes leírás

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.

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Bayesian Logical Data Analysis for the Physical Sciences

A Comparative Approach with Mathematica (R) Support

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták