Carte Bayesian Inference with Geodetic Applications Karl-Rudolf Koch

Bayesian Inference with Geodetic Applications

Limbă: engleză
Legare: Carte broșată
Editura: Springer, Berlin
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
276.07 lei
This introduction to Bayesian inference places special emphasis on applications. All basic concepts...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
1990
Pagini
199
EAN
9783540530800
ISBN
3540530800
Enbook ID
05338960
Greutate
374
Dimensiuni
165 x 240 x 13

Descriere completă

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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