Bayesian Inference with Geodetic Applications

Karl-Rudolf Koch

ISBN 10: 3540530800 / ISBN 13: 9783540530800

Verlag: Springer-Verlag GmbH, 1990

Bayesian Inference with Geodetic Applications | Karl-Rudolf Koch | Taschenbuch | ix | Englisch | 1990 | Springer-Verlag GmbH | EAN 9783540530800 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. Bestandsnummer des Verkäufers 102139355

Inhaltsangabe:

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.

Bibliografische Details

Titel: Bayesian Inference with Geodetic Applications
Verlag: Springer-Verlag GmbH
Erscheinungsdatum: 1990
Einband: Taschenbuch
Zustand: Neu