Pollution sources detection via principal component analysis and rotation
CHAVENT, Marie
Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
GUEGAN, Hervé
Centre d'Etudes Nucléaires de Bordeaux Gradignan [CENBG]
Centre d'Etudes Nucléaires de Bordeaux Gradignan [CENBG]
Centre d'Etudes Nucléaires de Bordeaux Gradignan [CENBG]
Centre d'Etudes Nucléaires de Bordeaux Gradignan [CENBG]
KUENTZ, Vanessa
Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
See more >
Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
CHAVENT, Marie
Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
GUEGAN, Hervé
Centre d'Etudes Nucléaires de Bordeaux Gradignan [CENBG]
Centre d'Etudes Nucléaires de Bordeaux Gradignan [CENBG]
Centre d'Etudes Nucléaires de Bordeaux Gradignan [CENBG]
Centre d'Etudes Nucléaires de Bordeaux Gradignan [CENBG]
KUENTZ, Vanessa
Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
SARACCO, Jérôme
Quality control and dynamic reliability [CQFD]
Groupe de Recherche en Economie Théorique et Appliquée [GREThA]
< Reduce
Quality control and dynamic reliability [CQFD]
Groupe de Recherche en Economie Théorique et Appliquée [GREThA]
Language
en
Communication dans un congrès
This item was published in
Proceedings of the XIIth International Symposium of Applied Stochastic Models and Data Analysis, Proceedings of the XIIth International Symposium of Applied Stochastic Models and Data Analysis, ASMDA 2007, 2007-05-29, Chania, Crète. 2007-05p. -
English Abstract
Air pollution is a widely preoccupation which needs the development of control strategies. To reach this goal, pollution sources have to be precisely identified. Principal component analysis is a possible response to this ...Read more >
Air pollution is a widely preoccupation which needs the development of control strategies. To reach this goal, pollution sources have to be precisely identified. Principal component analysis is a possible response to this problem. Indeed this factorial method enables to detect sources, that is to have a qualitative description of them. In this work, techniques of rotation are a useful help for the association of variables with factors. We highlight the fact that the rotation must be applied to the standardized principal components, so as to keep good interpretation properties. This methodology has then been applied to a problem of air pollution on a french site.Read less <
English Keywords
Factor Analysis
Rotation
Pollution data
Origin
Hal imported