Robust Locally Weighted Regression and Smoothing Scatterplots, Journal of the American Statistical Association, vol.39, issue.368, pp.829-836, 1979. ,
DOI : 10.1214/aos/1176343886
Prediction of Genetic Values of Quantitative Traits in Plant Breeding Using Pedigree and Molecular Markers, Genetics, vol.186, issue.2, pp.713-724, 2010. ,
DOI : 10.1534/genetics.110.118521
Genomic Heritability: What Is It?, PLOS Genetics, vol.77, issue.5, p.1005048, 2015. ,
DOI : 10.1371/journal.pgen.1005048.s005
Priors in Whole-Genome Regression: The Bayesian Alphabet Returns, Genetics, vol.194, issue.3, pp.573-596 ,
DOI : 10.1534/genetics.113.151753
Predicting complex quantitative traits with Bayesian neural networks: a case study with Jersey cows and wheat, BMC Genetics, vol.12, issue.1, p.87, 2011. ,
DOI : 10.1021/ci034108k
URL : http://doi.org/10.1186/1471-2156-12-87
2013 On the contribution of an additive locus to genetic variance when inheritance is multifactorial with implications on the interpretation of GWAS, Theor. Appl. Genet, vol.6, pp.1457-1472 ,
Genomic selection: prediction of accuracy and maximisation of long term response, Genetica, vol.169, issue.2, pp.245-257, 2009. ,
DOI : 10.1017/S0016672307008865
Estimation of general, specific and maternal combining ability in crosses among inbred lines of swine, 1948. ,
Best Linear Unbiased Estimation and Prediction under a Selection Model, Biometrics, vol.31, issue.2, pp.423-449, 1975. ,
DOI : 10.2307/2529430
A Simple Method for Computing the Inverse of a Numerator Relationship Matrix Used in Prediction of Breeding Values, Biometrics, vol.32, issue.1, pp.69-83 ,
DOI : 10.2307/2529339
Application of Linear Models in Animal Breeding, 1984. ,
Variation in actual relationship as a consequence of Mendelian sampling and linkage, Genetics Research, vol.56, issue.01, pp.47-64, 2011. ,
DOI : 10.1002/gepi.20492
Inferences from Genomic Models in Stratified Populations, 2012 Inferences from genomic models in stratified populations, pp.693-704 ,
DOI : 10.1534/genetics.112.141143
URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3454890
Estimation of effects of single genes on quantitative traits., Journal of Animal Science, vol.70, issue.7, pp.2000-2012, 1992. ,
DOI : 10.2527/1992.7072000x
Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis, Psychometrika, vol.5, issue.1, pp.1-28, 1964. ,
DOI : 10.1080/00223980.1954.9712953
Nonmetric multidimensional scaling: A numerical method, Psychometrika, vol.60, issue.2, pp.115-129, 1964. ,
DOI : 10.1137/1004089
Comparing estimates of genetic variance across different relationship models, Theoretical Population Biology, vol.107, pp.26-30 ,
DOI : 10.1016/j.tpb.2015.08.005
URL : http://prodinra.inra.fr/ft/0126AEC1-B0A7-4C0F-8144-F1F7D0DDCE3A
From association to prediction: statistical methods for the dissection and selection of complex traits in plants, Current Opinion in Plant Biology, vol.24, pp.110-118 ,
DOI : 10.1016/j.pbi.2015.02.010
2015 Why significant variables aren't automatically good predictors, Proc. Natl. Acad. Sci. USA, pp.13892-13897 ,
DOI : 10.1073/pnas.1518285112
URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4653162
Application of support vector regression to genome-assisted prediction of quantitative traits, Theoretical and Applied Genetics, vol.179, issue.2, pp.1065-1074, 2011. ,
DOI : 10.1534/genetics.107.085589
Personal genomes: The case of the missing heritability, Nature, vol.455, issue.7218, pp.18-21, 2008. ,
DOI : 10.1093/hmg/ddm175
Finding the missing heritability of complex diseases, Nature, vol.41, issue.7265, pp.747-753, 2009. ,
DOI : 10.1016/j.tig.2007.12.007
"SNP Snappy": A Strategy for Fast Genome-Wide Association Studies Fitting a Full Mixed Model, Genetics, vol.190, issue.1, pp.275-277, 2012. ,
DOI : 10.1534/genetics.111.134841
URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3249377
The Association between Blood Groups and Several Production Characteristics in Three Danish Cattle Breeds, Acta Agriculturae Scandinavica, vol.37, issue.2, pp.163-196, 1961. ,
DOI : 10.3168/jds.S0022-0302(57)94656-8
Effect of total allelic relationship on accuracy of evaluation and response to selection., Journal of Animal Science, vol.75, issue.7, pp.1738-1745, 1997. ,
DOI : 10.2527/1997.7571738x
The Pattern of Polymorphism in Arabidopsis thaliana, PLoS Biology, vol.2, issue.7, p.196, 2005. ,
DOI : 10.1371/journal.pbio.0030196.st002
Genome-Wide Regression and Prediction with the BGLR Statistical Package, Genetics, vol.198, issue.2, pp.483-495 ,
DOI : 10.1534/genetics.114.164442
New approaches to population stratification in genome-wide association studies, Nature Reviews Genetics, vol.305, issue.7, pp.459-463, 2010. ,
DOI : 10.1038/nrg2813
URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2975875
Recovering Power in Association Mapping Panels with Variable Levels of Linkage Disequilibrium, Genetics, vol.197, issue.1, pp.375-387, 2014. ,
DOI : 10.1534/genetics.113.159731
Prediction, mixed models and variance components, in Reliability and Biometry, pp.229-266, 1974. ,
To Explain or to Predict?, Statistical Science, vol.25, issue.3, pp.289-310, 2010. ,
DOI : 10.1214/10-STS330
Bayesian inference analyses of the polygenic architecture of rheumatoid arthritis, Nature Genetics, vol.150, issue.5, pp.483-489, 2012. ,
DOI : 10.1093/hmg/ddq304
Variation explained in mixed-model association mapping, Heredity, vol.155, issue.4, pp.333-340, 2010. ,
DOI : 10.1534/genetics.108.098863
Statistical distributions of test statistics used for quantitative trait association mapping in structured populations, Genetics Selection Evolution, vol.44, issue.1, p.32 ,
DOI : 10.2307/2533558
Efficient Methods to Compute Genomic Predictions, Journal of Dairy Science, vol.91, issue.11, pp.4414-4423, 2008. ,
DOI : 10.3168/jds.2007-0980
synbreed: a framework for the analysis of genomic prediction data using R, Bioinformatics, vol.28, issue.15, pp.2086-2087, 2012. ,
DOI : 10.1093/bioinformatics/bts335
Genome-Wide Prediction of Traits with Different Genetic Architecture Through Efficient Variable Selection, Genetics, vol.195, issue.2, pp.573-587, 2013. ,
DOI : 10.1534/genetics.113.150078
Common SNPs explain a large proportion of the heritability for human height, Nature Genetics, vol.31, issue.7, pp.565-569, 2010. ,
DOI : 10.1007/BF01066731
Genome partitioning of genetic variation for complex traits using common SNPs, Nature Genetics, vol.37, issue.6, pp.519-525, 2011. ,
DOI : 10.1038/ng.548
A unified mixed-model method for association mapping that accounts for multiple levels of relatedness, Nature Genetics, vol.2, issue.2, pp.203-208, 2006. ,
DOI : 10.2527/1992.7072000x
Nonmetric Multidimensional Scaling Corrects for Population Structure in Association Mapping With Different Sample Types, Genetics, vol.182, issue.3, pp.875-888, 2009. ,
DOI : 10.1534/genetics.108.098863