Name: Bayesian Logical Data Analysis for the Physical Sciences Paperback
Price: 3600.00 TWD
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Author: Gregory, Phil
ISBN: 9780521150125

portada Bayesian Logical Data Analysis for the Physical Sciences Paperback

Bayesian Logical Data Analysis for the Physical Sciences Paperback

Type

Physical Book

Author

Phil Gregory

Publisher

Cambridge University Press

Year

2010

Language

English

Pages

488

Format

Paperback

Dimensions

24.4 x 17.0 x 2.8 cm

Weight

0.77 kg.

ISBN

0521150124

ISBN13

9780521150125

Edition No.

Synopsis "Bayesian Logical Data Analysis for the Physical Sciences Paperback "

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(R) 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 Paperback - Gregory, Phil

Synopsis "Bayesian Logical Data Analysis for the Physical Sciences Paperback "

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