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Introduction to Bayesian Statistics (Hardcover, 2nd, updated and enlarged ed. 2007) Loot Price: R3,043
Discovery Miles 30 430
Introduction to Bayesian Statistics (Hardcover, 2nd, updated and enlarged ed. 2007): Karl-Rudolf Koch

Introduction to Bayesian Statistics (Hardcover, 2nd, updated and enlarged ed. 2007)

Karl-Rudolf Koch

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Loot Price R3,043 Discovery Miles 30 430 | Repayment Terms: R285 pm x 12*

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The Introduction to Bayesian Statistics (2nd Edition) presents Bayes 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."

General

Imprint: Springer-Verlag
Country of origin: Germany
Release date: July 2007
First published: 2007
Authors: Karl-Rudolf Koch
Dimensions: 235 x 155 x 19mm (L x W x T)
Format: Hardcover
Pages: 249
Edition: 2nd, updated and enlarged ed. 2007
ISBN-13: 978-3-540-72723-1
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
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LSN: 3-540-72723-X
Barcode: 9783540727231

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