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Efficient and automatic methods for flexible regression on spatiotemporal data, with applications to groundwater monitoring

Fitting statistical models to spatiotemporal data requires finding the right balance between imposing smoothness and following the data. In the context of P‐splines, we propose a Bayesian framework for choosing the smoothing parameter, which allows the construction of fully automatic data‐driven met...

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Foilsithe in:Environmetrics
Main Authors: Evers, L., Molinari, D. A., Bowman, A. W., Jones, W. R., Spence, M. J.
Formáid: Artigo
Teanga:Inglês
Foilsithe: John Wiley and Sons Inc. 2015
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4744788/
https://ncbi.nlm.nih.gov/pubmed/26900339
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/env.2347
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