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Introduction to Bayesian Scientific Computing

Subjective Computing, Surveys and Tutorials in the Applied Mathematical Sciences 2

Erschienen am 26.11.2007, 1. Auflage 2007
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ISBN/EAN: 9780387733937
Sprache: Englisch
Umfang: xiv, 202 S.
Einband: kartoniertes Buch

Beschreibung

InhaltsangabeInverse problems and subjective computing.- Basic problem of statistical inference.- The praise of ignorance: randomness as lack of information.- Basic problem in numerical linear algebra.- Sampling: first encounter.- Statistically inspired preconditioners.- Conditional Gaussian densities and predictive envelopes.- More applications of the Gaussian conditioning.- Sampling: the real thing.- Wrapping up: hypermodels, dynamic priorconditioners and Bayesian learning.

Leseprobe

Leseprobe