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.
| ISBN: | 9781441924261 |
| Publication date: | 19th November 2010 |
| Author: | Marco A R Ferreira, Herbert K H Lee |
| Publisher: | Springer an imprint of Springer New York |
| Format: | Paperback |
| Pagination: | 252 pages |
| Series: | Springer Series in Statistics |
| Genres: |
Probability and statistics Stochastics Computer vision Econometrics and economic statistics Computer modelling and simulation Geography |
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.
Multiscale Modeling features in the following genres: Probability and statistics, Stochastics, Computer vision, Econometrics and economic statistics, Computer modelling and simulation, Geography
Multiscale Modeling is available in Paperback, Hardback
Multiscale Modeling was written by Marco A R Ferreira, Herbert K H Lee and published by Springer an imprint of Springer New York
Multiscale Modeling has 252 pages
Yes it is part of Springer Series in Statistics series