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Multiscale Modeling

A Bayesian Perspective

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This highly useful book contains methodology for the analysis of data that arise from multiscale processes. It brings together a number of recent developments and makes them accessible to a wider audience. Taking a Bayesian approach allows for full accounting of uncertainty, and also addresses the delicate issue of uncertainty at multiple scales. These methods can handle different amounts of prior knowledge at different scales, as often occurs in practice.

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Multiscale Modeling, Herbert K.H. Lee, Marco A.R. Ferreira

Sprache
Erscheinungsdatum
2007
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Titel
Multiscale Modeling
Untertitel
A Bayesian Perspective
Sprache
Englisch
Verlag
Springer
Erscheinungsdatum
2007
Einband
Hardcover
Seitenzahl
257
ISBN10
0387708979
ISBN13
9780387708973
Reihe
Beschreibung
This highly useful book contains methodology for the analysis of data that arise from multiscale processes. It brings together a number of recent developments and makes them accessible to a wider audience. Taking a Bayesian approach allows for full accounting of uncertainty, and also addresses the delicate issue of uncertainty at multiple scales. These methods can handle different amounts of prior knowledge at different scales, as often occurs in practice.