Spatio-temporal Functional Regression on Paleoecological Data
The aim of this presentation is modeling the relationship between genetic diversity (represented by a positive number) and curves of temperature and precipitation. Our model links the genetic measure to the climate curves through a functional regression. The interaction in climate variables is assumed to be bilinear and the methodology accounts for the spatial dependence among the observations.
KeywordsEuropean Beech Functional Regression Precipitation Function Genetic Measure Functional Linear Model
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- Cressie N. and Huang. H.C.: Classes of nonseparable, spatio-temporal stationary covariance functions. J. Amer. Statist. Assoc. pp. 1330-134094 (1999).Google Scholar