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Multilevel Functional Principal Component Analysis for High-Dimensional Data
We propose fast and scalable statistical methods for the analysis of hundreds or thousands of high dimensional vectors observed at multiple visits. The proposed inferential methods do not require loading the entire data set at once in the computer memory and instead use only sequential access to dat...
Αποθηκεύτηκε σε:
| Τόπος έκδοσης: | J Comput Graph Stat |
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| Κύριοι συγγραφείς: | , , , , , |
| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
2011
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| Θέματα: | |
| Διαθέσιμο Online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4425352/ https://ncbi.nlm.nih.gov/pubmed/25960627 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jcgs.2011.10122 |
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