Published in Genetics on January 23, 2012
Whole-genome regression and prediction methods applied to plant and animal breeding. Genetics (2012) 4.13
Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype-phenotype relationships and its relevance to crop improvement. Theor Appl Genet (2013) 2.75
Genomic prediction in animals and plants: simulation of data, validation, reporting, and benchmarking. Genetics (2012) 2.00
Comparison between linear and non-parametric regression models for genome-enabled prediction in wheat. G3 (Bethesda) (2012) 1.86
Multiple-trait genomic selection methods increase genetic value prediction accuracy. Genetics (2012) 1.53
Accuracy of Genomic Selection in a Rice Synthetic Population Developed for Recurrent Selection Breeding. PLoS One (2015) 1.49
Exome genotyping, linkage disequilibrium and population structure in loblolly pine (Pinus taeda L.). BMC Genomics (2016) 1.39
Predicting hybrid performance in rice using genomic best linear unbiased prediction. Proc Natl Acad Sci U S A (2014) 1.16
Unraveling additive from nonadditive effects using genomic relationship matrices. Genetics (2014) 1.14
Usefulness of multiparental populations of maize (Zea mays L.) for genome-based prediction. Genetics (2014) 1.07
Accuracy of genomic selection models in a large population of open-pollinated families in white spruce. Heredity (Edinb) (2014) 1.06
Setting the Standard: A Special Focus on Genomic Selection in GENETICS and G3. G3 (Bethesda) (2012) 1.06
Genomic selection accuracies within and between environments and small breeding groups in white spruce. BMC Genomics (2014) 0.99
Genome-wide association studies and prediction of 17 traits related to phenology, biomass and cell wall composition in the energy grass Miscanthus sinensis. New Phytol (2013) 0.97
Genome-enabled predictions for binomial traits in sugar beet populations. BMC Genet (2014) 0.94
Genomic prediction of trait segregation in a progeny population: a case study of Japanese pear (Pyrus pyrifolia). BMC Genet (2013) 0.94
Prediction accuracies for growth and wood attributes of interior spruce in space using genotyping-by-sequencing. BMC Genomics (2015) 0.90
Genetic diversity and trait genomic prediction in a pea diversity panel. BMC Genomics (2015) 0.90
A comparison of statistical methods for genomic selection in a mice population. BMC Genet (2012) 0.89
A foundation for provitamin A biofortification of maize: genome-wide association and genomic prediction models of carotenoid levels. Genetics (2014) 0.88
Upweighting rare favourable alleles increases long-term genetic gain in genomic selection programs. Genet Sel Evol (2015) 0.88
Accuracy and responses of genomic selection on key traits in apple breeding. Hortic Res (2015) 0.87
A comparison of genomic selection models across time in interior spruce (Picea engelmannii × glauca) using unordered SNP imputation methods. Heredity (Edinb) (2015) 0.85
Accuracy of whole-genome prediction using a genetic architecture-enhanced variance-covariance matrix. G3 (Bethesda) (2015) 0.84
Impacts of population structure and analytical models in genome-wide association studies of complex traits in forest trees: a case study in Eucalyptus globulus. PLoS One (2013) 0.84
Accelerating the switchgrass (Panicum virgatum L.) breeding cycle using genomic selection approaches. PLoS One (2014) 0.84
Genome-wide prediction methods in highly diverse and heterozygous species: proof-of-concept through simulation in grapevine. PLoS One (2014) 0.84
Allelic variation in a cellulose synthase gene (PtoCesA4) associated with growth and wood properties in Populus tomentosa. G3 (Bethesda) (2013) 0.84
Genome-wide association study, genomic prediction and marker-assisted selection for seed weight in soybean (Glycine max). Theor Appl Genet (2015) 0.83
Setting the standard: a special focus on genomic selection in GENETICS and G3. Genetics (2012) 0.83
Optimization of genomic selection training populations with a genetic algorithm. Genet Sel Evol (2015) 0.82
Genome-wide distribution of genetic diversity and linkage disequilibrium in a mass-selected population of maritime pine. BMC Genomics (2014) 0.82
Demonstration of genome-wide association studies for identifying markers for wood property and male strobili traits in Cryptomeria japonica. PLoS One (2013) 0.82
Genomic Prediction of Testcross Performance in Canola (Brassica napus). PLoS One (2016) 0.82
Predicting rice hybrid performance using univariate and multivariate GBLUP models based on North Carolina mating design II. Heredity (Edinb) (2016) 0.81
Genomic Prediction in Pea: Effect of Marker Density and Training Population Size and Composition on Prediction Accuracy. Front Plant Sci (2015) 0.81
Genome wide analysis of flowering time trait in multiple environments via high-throughput genotyping technique in Brassica napus L. PLoS One (2015) 0.81
A Consensus Genetic Map for Pinus taeda and Pinus elliottii and Extent of Linkage Disequilibrium in Two Genotype-Phenotype Discovery Populations of Pinus taeda. G3 (Bethesda) (2015) 0.81
Comparison of Genomic Selection Models to Predict Flowering Time and Spike Grain Number in Two Hexaploid Wheat Doubled Haploid Populations. G3 (Bethesda) (2015) 0.79
Performance of genomic prediction within and across generations in maritime pine. BMC Genomics (2016) 0.79
Fast genomic predictions via Bayesian G-BLUP and multilocus models of threshold traits including censored Gaussian data. G3 (Bethesda) (2013) 0.78
Evaluation of the 2b-RAD method for genomic selection in scallop breeding. Sci Rep (2016) 0.78
An experimental validation of genomic selection in octoploid strawberry. Hortic Res (2017) 0.78
The contribution of dominance to phenotype prediction in a pine breeding and simulated population. Heredity (Edinb) (2016) 0.77
Ridge, Lasso and Bayesian additive-dominance genomic models. BMC Genet (2015) 0.77
An alternative covariance estimator to investigate genetic heterogeneity in populations. Genet Sel Evol (2015) 0.77
Genomics-assisted breeding in fruit trees. Breed Sci (2016) 0.76
Improving accuracy of genomic prediction by genetic architecture based priors in a Bayesian model. BMC Genet (2015) 0.76
Breeding Jatropha curcas by genomic selection: A pilot assessment of the accuracy of predictive models. PLoS One (2017) 0.75
Genomic selection for adjacent genetic markers of yorkshire pigs using regularized regression approaches. Asian-Australas J Anim Sci (2014) 0.75
Combining Genome-Wide Information with a Functional Structural Plant Model to Simulate 1-Year-Old Apple Tree Architecture. Front Plant Sci (2017) 0.75
Genomic assisted selection for enhancing line breeding: merging genomic and phenotypic selection in winter wheat breeding programs with preliminary yield trials. Theor Appl Genet (2016) 0.75
Application of Infrared and Raman Spectroscopy for the Identification of Disease Resistant Trees. Front Plant Sci (2016) 0.75
A fast and efficient approach for genomic selection with high-density markers. G3 (Bethesda) (2012) 0.75
Factors affecting the accuracy of genomic selection for growth and wood quality traits in an advanced-breeding population of black spruce (Picea mariana). BMC Genomics (2017) 0.75
Genomic predictions can accelerate selection for resistance against Piscirickettsia salmonis in Atlantic salmon (Salmo salar). BMC Genomics (2017) 0.75
Quantitative trait loci influencing forking defects in an outbred pedigree of loblolly pine. BMC Genet (2016) 0.75
Assessing the expected response to genomic selection of individuals and families in Eucalyptus breeding with an additive-dominant model. Heredity (Edinb) (2017) 0.75
Accelerating wheat breeding for end-use quality with multi-trait genomic predictions incorporating near infrared and nuclear magnetic resonance-derived phenotypes. Theor Appl Genet (2017) 0.75
Prediction of total genetic value using genome-wide dense marker maps. Genetics (2001) 41.25
Invited review: Genomic selection in dairy cattle: progress and challenges. J Dairy Sci (2009) 9.76
Extension of the bayesian alphabet for genomic selection. BMC Bioinformatics (2011) 5.52
Predicting quantitative traits with regression models for dense molecular markers and pedigree. Genetics (2009) 5.18
Prediction of genetic values of quantitative traits in plant breeding using pedigree and molecular markers. Genetics (2010) 4.95
Performance of genomic selection in mice. Genetics (2008) 3.48
Deregressing estimated breeding values and weighting information for genomic regression analyses. Genet Sel Evol (2009) 3.43
A fast algorithm for BayesB type of prediction of genome-wide estimates of genetic value. Genet Sel Evol (2009) 3.22
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LASSO with cross-validation for genomic selection. Genet Res (Camb) (2009) 2.19
Best linear unbiased prediction of genomic breeding values using a trait-specific marker-derived relationship matrix. PLoS One (2010) 2.08
Accuracy of genomic selection using stochastic search variable selection in Australian Holstein Friesian dairy cattle. Genet Res (Camb) (2009) 2.05
Patterns of population structure and environmental associations to aridity across the range of loblolly pine (Pinus taeda L., Pinaceae). Genetics (2010) 1.94
Improved Lasso for genomic selection. Genet Res (Camb) (2010) 1.65
Accelerating the domestication of trees using genomic selection: accuracy of prediction models across ages and environments. New Phytol (2011) 1.65
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Genetic dissection of fusiform rust and pitch canker disease traits in loblolly pine. Theor Appl Genet (2005) 0.95
Predicting energy balance for dairy cows using high-density single nucleotide polymorphism information. J Dairy Sci (2010) 0.90
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