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A Bayesian Model for Sparse Functional Data
We propose a method for analyzing data which consist of curves on multiple individuals, i.e., longitudinal or functional data. We use a Bayesian model where curves are expressed as linear combinations of B-splines with random coefficients. The curves are estimated as posterior means obtained via Mar...
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| Yayımlandı: | Biometrics |
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| Asıl Yazarlar: | , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
2007
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5598470/ https://ncbi.nlm.nih.gov/pubmed/17573864 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2007.00829.x |
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