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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...

詳細記述

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書誌詳細
出版年:Environmetrics
主要な著者: Evers, L., Molinari, D. A., Bowman, A. W., Jones, W. R., Spence, M. J.
フォーマット: Artigo
言語:Inglês
出版事項: John Wiley and Sons Inc. 2015
主題:
オンライン・アクセス: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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