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@article{Hadjipantelis,
author = {Hadjipantelis, PZ and Jones, NS and Moriarty, J and Springate, D and Knight, CG},
title = {Ancestral Inference from Functional Data: Statistical Methods and Numerical Examples},
url = {http://arxiv.org/abs/1208.0628v1},
}
TY - JOUR
AB - Many biological characteristics of evolutionary interest are not scalarvariables but continuous functions. Here we use phylogenetic Gaussian processregression to model the evolution of simulated function-valued traits. Givenfunction-valued data only from the tips of an evolutionary tree and utilisingindependent principal component analysis (IPCA) as a method for dimensionreduction, we construct distributional estimates of ancestral function-valuedtraits, and estimate parameters describing their evolutionary dynamics.
AU - Hadjipantelis,PZ
AU - Jones,NS
AU - Moriarty,J
AU - Springate,D
AU - Knight,CG
TI - Ancestral Inference from Functional Data: Statistical Methods and Numerical Examples
UR - http://arxiv.org/abs/1208.0628v1
ER -