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Longitudinal functional principal component modeling via Stochastic Approximation Monte Carlo
The authors consider the analysis of hierarchical longitudinal functional data based upon a functional principal components approach. In contrast to standard frequentist approaches to selecting the number of principal components, the authors do model averaging using a Bayesian formulation. A relativ...
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| Main Authors: | , , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2010
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2915799/ https://ncbi.nlm.nih.gov/pubmed/20689648 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/cjs.10062 |
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