Bayesian Logical Data Analysis for the Physical Sciences 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Phil Gregory 作者

Cambridge University Press

譯者

2005-5-23 出版日期

486 頁數

USD 92.99 價格

Hardcover

叢書系列

9780521841504 圖書編碼

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Bayesian Logical Data Analysis for the Physical Sciences 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Bayesian Logical Data Analysis for the Physical Sciences 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Bayesian Logical Data Analysis for the Physical Sciences 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Bayesian Logical Data Analysis for the Physical Sciences 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Bayesian Logical Data Analysis for the Physical Sciences 在線電子書圖書描述

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.

Bayesian Logical Data Analysis for the Physical Sciences 在線電子書下載 mobi epub pdf txt 在線電子書下載

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