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Evolutionary inference for function-valued traits: Gaussian process regression on phylogenies

Biological data objects often have both of the following features: (i) they are functions rather than single numbers or vectors, and (ii) they are correlated owing to phylogenetic relationships. In this paper, we give a flexible statistical model for such data, by combining assumptions from phylogen...

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Hlavní autoři: Jones, Nick S., Moriarty, John
Médium: Artigo
Jazyk:Inglês
Vydáno: The Royal Society 2013
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3565790/
https://ncbi.nlm.nih.gov/pubmed/23135249
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsif.2012.0616
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