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Functional CAR models for large spatially correlated functional datasets
We develop a functional conditional autoregressive (CAR) model for spatially correlated data for which functions are collected on areal units of a lattice. Our model performs functional response regression while accounting for spatial correlations with potentially nonseparable and nonstationary cova...
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| 出版年: | J Am Stat Assoc |
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| 主要な著者: | , , , , , , |
| フォーマット: | Artigo |
| 言語: | Inglês |
| 出版事項: |
2016
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| 主題: | |
| オンライン･アクセス: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5176110/ https://ncbi.nlm.nih.gov/pubmed/28018013 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2015.1042581 |
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