Książka Bayesian Inference with Geodetic Applications Karl-Rudolf Koch

Bayesian Inference with Geodetic Applications

Język: Angielski
Oprawa: Miękka
Wydawca: Springer, Berlin
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
214.49
This introduction to Bayesian inference places special emphasis on applications. All basic concepts...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
1990
strony
199
EAN
9783540530800
ISBN
3540530800
Enbook ID
05338960
Waga
374
Wymiary
165 x 240 x 13

Pełny opis

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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