Bayesian Inference with Geodetic Applications

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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, Bayesia...
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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, Bayesia...
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  • Formats: pdf
  • ISBN: 9783540466017
  • Publication Date: 11 Apr 2006
  • Publisher: Springer Berlin Heidelberg
  • Product language: English
  • Drm Setting: DRM