Estimating the Health Effects of Exposure to Multi-Pollutant Mixture

Air pollution constitutes a major public health concern because of its ubiquity and of its potential health impact. Because individuals are exposed to many air pollutants at once that are highly correlated with each other, there is a need to consider the multi-pollutant exposure phenomenon. The char...

Full description

Saved in:

Bibliographic Details
Published in:	Annals of epidemiology Vol. 22; no. 2; pp. 126 - 141
Main Authors:	Billionnet, Cécile, Sherrill, Duane, Annesi-Maesano, Isabella
Format:	Journal Article
Language:	English
Published:	United States Elsevier Inc 01.02.2012
Subjects:	Air Pollutants - adverse effects Air Pollutants - analysis Air Pollution Air Pollution - adverse effects Air Pollution - analysis Bayes Theorem Cluster Analysis Collinearity Combined Effect Correlated Pollutants Environmental Exposure - adverse effects Environmental Exposure - classification Environmental Monitoring - methods Humans Internal Medicine Logistic Models Multiple Pollutants Pollution effects Public health Reviews Risk assessment Risk Assessment - methods OR Multiple Pollutants PMF Combined Effect Air Pollution VOC PCA VIF GAM DSA PLS BMA Collinearity Correlated Pollutants PM SPCA RP positive matrix factorization variance inflation factor volatile organic compounds Bayesian model averaging odds ratio particulate matter supervised principal component analysis recursive partitioning partial least-square deletion/substitution/addition generalized additive model principal component analysis
ISSN:	1047-2797, 1873-2585, 1873-2585
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!