Understanding and using quantitative genetic variation
WG Hill - Philosophical Transactions of the Royal Society …, 2010 - royalsocietypublishing.org
Quantitative genetics, or the genetics of complex traits, is the study of those characters which
are not affected by the action of just a few major genes. Its basis is in statistical models and …
are not affected by the action of just a few major genes. Its basis is in statistical models and …
Genetic analysis of environmental variation
WG Hill, HA Mulder - Genetics research, 2010 - cambridge.org
Environmental variation (VE) in a quantitative trait–variation in phenotype that cannot be
explained by genetic variation or identifiable genetic differences–can be regarded as being …
explained by genetic variation or identifiable genetic differences–can be regarded as being …
Priors in whole-genome regression: the Bayesian alphabet returns
D Gianola - Genetics, 2013 - academic.oup.com
Whole-genome enabled prediction of complex traits has received enormous attention in
animal and plant breeding and is making inroads into human and even Drosophila genetics …
animal and plant breeding and is making inroads into human and even Drosophila genetics …
Reproducing kernel Hilbert spaces regression methods for genomic assisted prediction of quantitative traits
D Gianola, JB Van Kaam - Genetics, 2008 - academic.oup.com
Reproducing kernel Hilbert spaces regression procedures for prediction of total genetic
value for quantitative traits, which make use of phenotypic and genomic data …
value for quantitative traits, which make use of phenotypic and genomic data …
Behavioral idiosyncrasy reveals genetic control of phenotypic variability
JF Ayroles, SM Buchanan, C O'Leary… - Proceedings of the …, 2015 - National Acad Sciences
Quantitative genetics has primarily focused on describing genetic effects on trait means and
largely ignored the effect of alternative alleles on trait variability, potentially missing an …
largely ignored the effect of alternative alleles on trait variability, potentially missing an …
Quantitative genetic models for describing simultaneous and recursive relationships between phenotypes
D Gianola, D Sorensen - Genetics, 2004 - academic.oup.com
Multivariate models are of great importance in theoretical and applied quantitative genetics.
We extend quantitative genetic theory to accommodate situations in which there is linear …
We extend quantitative genetic theory to accommodate situations in which there is linear …
Genome-wide association study of sleep in Drosophila melanogaster
ST Harbison, LJ McCoy, TFC Mackay - BMC genomics, 2013 - Springer
Background Sleep is a highly conserved behavior, yet its duration and pattern vary
extensively among species and between individuals within species. The genetic basis of …
extensively among species and between individuals within species. The genetic basis of …
A review of genotype‐by‐environment interaction and micro‐environmental sensitivity in aquaculture species
Generating breeding programmes that effectively improve farmed fish performance across
multiple environments and make fish more uniform within production environments would …
multiple environments and make fish more uniform within production environments would …
Performance of Hamiltonian Monte Carlo and No-U-Turn Sampler for estimating genetic parameters and breeding values
M Nishio, A Arakawa - Genetics Selection Evolution, 2019 - Springer
Abstract Background Hamiltonian Monte Carlo is one of the algorithms of the Markov chain
Monte Carlo method that uses Hamiltonian dynamics to propose samples that follow a target …
Monte Carlo method that uses Hamiltonian dynamics to propose samples that follow a target …
Detecting major genetic loci controlling phenotypic variability in experimental crosses
L Rönnegård, W Valdar - Genetics, 2011 - academic.oup.com
Traditional methods for detecting genes that affect complex diseases in humans or animal
models, milk production in livestock, or other traits of interest, have asked whether variation …
models, milk production in livestock, or other traits of interest, have asked whether variation …