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Model selection applications in time series studies of air pollution and mortality

Jiang, Ying


A number of time series studies provide evidence that air pollution levels are associated with daily death counts. Most of these studies explain these associations by using Poisson log-linear regression models, after allowing for possible confounders. However, the findings of these time series studies suffer from several problems, of which the most significant is conflicting results from different approaches to model selection. To address this problem, this dissertation compares the statistical...[Show more]

CollectionsOpen Access Theses
Date published: 2014
Type: Thesis (PhD)
DOI: 10.25911/5d611f1af352b
Access Rights: Open Access


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