Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
7495923 | Spatial and Spatio-temporal Epidemiology | 2016 | 11 Pages |
Abstract
In this paper we illustrate how the complex relationships between the domains of IMD and air pollution can be deconstructed and analysed using profile regression, a Bayesian non-parametric model for clustering responses and covariates simultaneously. Moreover, we include an intrinsic spatial conditional autoregressive (ICAR) term to account for the spatial correlation of the response variable.
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Authors
Silvia Liverani, Aurore Lavigne, Marta Blangiardo,