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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

Język
Rok wydania
2007
Oprawa
(twarda)
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Tytuł
Multiscale Modeling
Podtytuł
A Bayesian Perspective
Język
angielski
Wydawca
Springer
Rok wydania
2007
Oprawa
twarda
Liczba stron
257
ISBN10
0387708979
ISBN13
9780387708973
Seria
Opis
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.