A Gaussian process model and Bayesian variable selection for mapping function-valued quantitative traits with incomplete phenotypic data
Sign Up to like & getrecommendations! Published in 2019 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btz164
Abstract: Abstract Motivation Recent advances in high dimensional phenotyping bring time as an extra dimension into the phenotypes. This promotes the quantitative trait locus (QTL) studies of function-valued traits such as those related to growth and… read more here.
Keywords: qtl; model; variable selection; gaussian process ... See more keywords
Affine Function-Valued Valuations
Sign Up to like & getrecommendations! Published in 2018 at "International Mathematics Research Notices"
DOI: 10.1093/imrn/rny212
Abstract: A classification of SL$(n)$ contravariant $\mathcal{C}(\mathbb{R}^n)$ valued valuations on convex bodies is established. Such valuations turn out to be the volume, the Euler characteristic (as constant functions) and general projection functions. The classical ($p=1$) and… read more here.
Keywords: projection; valued valuations; projection functions; affine function ... See more keywords
A functionâvalued trait approach to estimating the genetic basis of size at age and its potential role in fisheriesâinduced evolution
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DOI: 10.1111/eva.12771
Abstract: Natural selection is inherently a multivariate phenomenon. The selection pressure on size (natural and artificial) and the age at which selection occurs is likely to induce evolutionary changes in growth rates across the entire life… read more here.
Keywords: size age; age; selection; size ... See more keywords