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A critical assessment of shrinkage-based regression approaches for estimating the adverse health effects of multiple air pollutants

Roberts, Steven; Martin, Michael


Most investigations of the adverse health effects of multiple air pollutants analyse the time series involved by simultaneously entering the multiple pollutants into a Poisson log-linear model. Concerns have been raised about this type of analysis, and it has been stated that new methodology or models should be developed for investigating the adverse health effects of multiple air pollutants. In this paper, we introduce the use of the lasso for this purpose and compare its statistical...[Show more]

CollectionsANU Research Publications
Date published: 2005
Type: Journal article
Source: Atmospheric environment
DOI: 10.1016/j.atmosenv.2005.07.004


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