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Avançado
Artigos
Capa

Multiscale Modeling

Lee, Herbert K H
SPRINGER
07 / 2007
9780387708973
978-03-8770-897-3
Inglês
Springer Series in Statistics
Econometria
Probabilidad y estadistica
Geografia
Modelos y simulaciones por ordenador
Ingles

Sinopse

A wide variety of processes occur on multiple scales, either naturally or as a consequence of measurement. This book contains methodology for the analysis of data that arise from such multiscale processes. The book 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. The Bayesian approach also facilitates the use of knowledge from prior experience or data, and these methods can handle different amounts of prior knowledge at different scales, as often occurs in practice.