Multiscale Modeling: A Bayesian Perspective - Couverture rigide

Ferreira, Marco A.R.

 
9780387708973: Multiscale Modeling: A Bayesian Perspective

Synopsis

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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Présentation de l'éditeur

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.

Revue de presse

"Readership: Students and practitioners of Multiscale Modeling and Analysis by Bayesian methods. ... This is a wonderfully written review of what is known about multiscale modelling and associated Bayesian inference. ... The models are very clearly described and discussed with a lot of insight. The computational details are also discussed well. The book is very well written ... ." --Jayanta K. Ghosh, International Statistical Review, Vol. 76 (1), 2008

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Autres éditions populaires du même titre

9781441924261: Multiscale Modeling: A Bayesian Perspective

Edition présentée

ISBN 10 :  1441924264 ISBN 13 :  9781441924261
Editeur : Springer, 2010
Couverture souple