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 …

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 …

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 …

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 …

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 …

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 …

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 …

A review of genotype‐by‐environment interaction and micro‐environmental sensitivity in aquaculture species

P Sae‐Lim, B Gjerde, HM Nielsen… - Reviews in …, 2016 - Wiley Online Library
Generating breeding programmes that effectively improve farmed fish performance across
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 …

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 …