Bayesian Logical Data Analysis for the Physical Sciences 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024


Bayesian Logical Data Analysis for the Physical Sciences

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Phil Gregory 作者
Cambridge University Press
译者
2010-6-28 出版日期
486 页数
USD 59.99 价格
Paperback
丛书系列
9780521150125 图书编码

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Bayesian Logical Data Analysis for the Physical Sciences 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Bayesian Logical Data Analysis for the Physical Sciences 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Bayesian Logical Data Analysis for the Physical Sciences 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024



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Bayesian Logical Data Analysis for the Physical Sciences 在线电子书 图书描述

Increasingly, researchers in many branches of science are coming into contact with Bayesian statistics or Bayesian probability theory. By encompassing both inductive and deductive logic, Bayesian analysis can improve model parameter estimates by many orders of magnitude. It provides a simple and unified approach to all data analysis problems, allowing the experimenter to assign probabilities to competing hypotheses of interest, on the basis of the current state of knowledge. This book provides a clear exposition of the underlying concepts with large numbers of worked examples and problem sets. The book also discusses numerical techniques for implementing the Bayesian calculations, including an introduction to Markov Chain Monte-Carlo integration and linear and nonlinear least-squares analysis seen from a Bayesian perspective. In addition, background material is provided in appendices and supporting Mathematica® notebooks are available, providing an easy learning route for upper-undergraduates, graduate students, or any serious researcher in physical sciences or engineering.

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