Bayesian Inference with Geodetic Applications

Name: Bayesian Inference with Geodetic Applications
Brand: Springer, Berlin
SKU: 9783540530800
Price: 1147 CZK
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Autor: Karl-Rudolf Koch

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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

Informace o knize

Autor

Karl-Rudolf Koch

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

1990

Stránek

199

EAN

9783540530800

ISBN

3540530800

Enbook ID

05338960

Vydavatel

Springer, Berlin

Hmotnost

374

Rozměry

165 x 240 x 13

Kompletní popis

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.

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Bayesian Inference with Geodetic Applications

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