Title: Est Modus in Rebus: Analytical Properties of Multi-Model Ensembles
Authors: POTEMPSKI SlawomirGALMARINI Stefano
Citation: ATMOSPHERIC CHEMISTRY AND PHYSICS vol. 9 no. 24 p. 9471-9489
Publisher: COPERNICUS PUBLICATIONS
Publication Year: 2009
JRC N°: JRC56279
ISSN: 1680-7316
URI: http://www.atmos-chem-phys.net/9/9471/2009/
http://publications.jrc.ec.europa.eu/repository/handle/JRC56279
Type: Articles in periodicals and books
Abstract: Abstract. In this paper we investigate some basic properties of the multi-model ensemble systems, which can be deduced from a general characteristic of statistical distributions of the ensemble members with the help of mathematical tools. In particular we show how to find optimal linear combination of model results, which minimizes the mean square error both in the case of uncorrelated and correlated models. By proving basic estimations we try to deduce general properties describing multi-model ensemble systems. We show also how mathematical formalism can be used for investigation of the characteristics of such systems.
JRC Directorate:Sustainable Resources

Files in This Item:
There are no files associated with this item.


Items in repository are protected by copyright, with all rights reserved, unless otherwise indicated.