Introduction to Bayesian Statistics 2024 pdf epub mobi 电子书

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发表于2024-11-14

Introduction to Bayesian Statistics 2024 pdf epub mobi 电子书

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出版者:Springer

作者:Karl-Rudolf Koch

出品人:

页数:258

译者:

出版时间:2007

价格:USD 149.00

装帧:Hardcover

isbn号码:9783540727231

丛书系列:

图书标签: statistics

Introduction to Bayesian Statistics 2024 pdf epub mobi 电子书图书描述

The Introduction to Bayesian Statistics (2nd Edition) presents Bayesa (TM) theorem, the estimation of unknown parameters, the determination of confidence regions and the derivation of tests of hypotheses for the unknown parameters, in a manner that is simple, intuitive and easy to comprehend. The methods are applied to linear models, in models for a robust estimation, for prediction and filtering and in models for estimating variance components and covariance components. Regularization of inverse problems and pattern recognition are also covered while Bayesian networks serve for reaching decisions in systems with uncertainties. If analytical solutions cannot be derived, numerical algorithms are presented such as the Monte Carlo integration and Markov Chain Monte Carlo methods.

Introduction to Bayesian Statistics 2024 pdf epub mobi 电子书

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