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Bayesian Inference with Geodetic Applications

Name: Bayesian Inference with Geodetic Applications
Brand: Springer, Berlin
SKU: 05338960
Price: 18708 HUF
Availability: InStock
Author: Karl-Rudolf Koch
ISBN: 9783540530800

Karl-Rudolf Koch

Language

English

Book Paperback

Libristo code: 05338960

Publishers Springer, Berlin, October 1990

This introduction to Bayesian inference places special emphasis on applications. All basic concepts... Full description

Libristo code: 05338960

125 b

18 708 Ft

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This introduction to Bayesian inference places special emphasis on applications. All basic concepts are presented: Bayes' theorem, prior density functions, point estimation, confidence region, hypothesis testing and predictive analysis. In addition, Monte Carlo methods are discussed since the applications mostly rely on the numerical integration of the posterior distribution. Furthermore, Bayesian inference in the linear model, nonlinear model, mixed model and in the model with unknown variance and covariance components is considered. Solutions are supplied for the classification, for the posterior analysis based on distributions of robust maximum likelihood type estimates, and for the reconstruction of digital images.