Bayesian Logical Data Analysis for the Physical Sciences 2024 pdf epub mobi 电子书

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发表于2024-12-28

Bayesian Logical Data Analysis for the Physical Sciences 2024 pdf epub mobi 电子书

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出版者:Cambridge University Press

作者:Phil Gregory

出品人:

页数:486

译者:

出版时间:2010-6-28

价格:USD 59.99

装帧:Paperback

isbn号码:9780521150125

丛书系列:

图书标签: 统计科学数学统计&数学经典物理-实验物理物理暂时搁置

Bayesian Logical Data Analysis for the Physical Sciences 2024 pdf epub mobi 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.

Bayesian Logical Data Analysis for the Physical Sciences 2024 pdf epub mobi 电子书

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