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Volumn 90, Issue 6, 2008, Pages 525-540

Inferring genetic values for quantitative traits non-parametrically

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CHICKEN; GENE LOCUS; GENETIC EPISTASIS; GENETIC VARIABILITY; NONHUMAN; NONPARAMETRIC TEST; PARAMETRIC TEST; PLANT BREEDING; PREDICTION; QUANTITATIVE GENETICS; QUANTITATIVE TRAIT; SINGLE NUCLEOTIDE POLYMORPHISM; STATISTICAL MODEL; ANIMAL; BIOLOGICAL MODEL; BREEDING; EVOLUTION; GENOTYPE; NONLINEAR SYSTEM; PHENOTYPE; REGRESSION ANALYSIS;

EID: 63449113494     PISSN: 00166723     EISSN: 14695073     Source Type: Journal    
DOI: 10.1017/S0016672308009890     Document Type: Article
Times cited : (39)

References (42)
  • 1
    • 0032737358 scopus 로고    scopus 로고
    • Fluxes and metabolic pools as model traits for quantitative genetics
    • Bost, B., Dillmann, C. & De Vienne, D. (1999). Fluxes and metabolic pools as model traits for quantitative genetics. Genetics 153 2001-2012.
    • (1999) Genetics , vol.153 , pp. 2001-2012
    • Bost, B.1    Dillmann, C.2    De Vienne, D.3
  • 4
    • 0028909487 scopus 로고
    • Epistasis and its contribution to genetic variance components
    • Cheverud, J. M. & Routman, E. J. (1995). Epistasis and its contribution to genetic variance components. Genetics 139, 1455-1461.
    • (1995) Genetics , vol.139 , pp. 1455-1461
    • Cheverud, J.M.1    Routman, E.J.2
  • 5
    • 0000046644 scopus 로고
    • An extension of the concept of partitioning hereditary variance for analysis of covariances among relatives when epistasis is present
    • Cockerham, C. C. (1954). An extension of the concept of partitioning hereditary variance for analysis of covariances among relatives when epistasis is present. Genetics 39, 859-882.
    • (1954) Genetics , vol.39 , pp. 859-882
    • Cockerham, C.C.1
  • 6
    • 0012349868 scopus 로고
    • Effect of linkage on the covariances between relatives
    • Cockerham, C. C. (1956). Effect of linkage on the covariances between relatives. Genetics 41, 138-141.
    • (1956) Genetics , vol.41 , pp. 138-141
    • Cockerham, C.C.1
  • 7
    • 34250263445 scopus 로고
    • Smoothing noisy data with spline functions
    • Craven, P. & Wahba, G. (1979). Smoothing noisy data with spline functions. Numerische Mathematik 31, 377-403.
    • (1979) Numerische Mathematik , vol.31 , pp. 377-403
    • Craven, P.1    Wahba, G.2
  • 8
    • 65749089666 scopus 로고    scopus 로고
    • Reproducing kernel Hilbert spaces regression: A general framework for genetic evaluation
    • accepted
    • de los Campos, G., Gianola, D. & Rosa, G. J. M. (2008). Reproducing kernel Hilbert spaces regression: A general framework for genetic evaluation. Journal of Animal Science (accepted).
    • (2008) Journal of Animal Science
    • de los1    Campos, G.2    Gianola, D.3    Rosa, G.J.M.4
  • 9
    • 0001118328 scopus 로고
    • Heritability of threshold characters
    • Dempster, E. R. & Lerner, I. M. (1950). Heritability of threshold characters. Genetics 35, 212-236.
    • (1950) Genetics , vol.35 , pp. 212-236
    • Dempster, E.R.1    Lerner, I.M.2
  • 11
    • 0016857215 scopus 로고
    • The heritability hang-up
    • Feldman, M. W. & Lewontin, R. C. (1975). The heritability hang-up. Science 190, 1163-1168.
    • (1975) Science , vol.190 , pp. 1163-1168
    • Feldman, M.W.1    Lewontin, R.C.2
  • 12
    • 0016197570 scopus 로고
    • Covariances between arbitrary relatives with linkage and epistasis in the case of linkage disequilibrium
    • Gallais, A. (1974). Covariances between arbitrary relatives with linkage and epistasis in the case of linkage disequilibrium. Biometrics 30, 429-446.
    • (1974) Biometrics , vol.30 , pp. 429-446
    • Gallais, A.1
  • 13
    • 0001476298 scopus 로고
    • Theory and analysis of threshold characters
    • Gianola, D. (1982). Theory and analysis of threshold characters. Journal of Animal Science 54, 1079-1096.
    • (1982) Journal of Animal Science , vol.54 , pp. 1079-1096
    • Gianola, D.1
  • 14
    • 33746424900 scopus 로고    scopus 로고
    • Genomic assisted prediction of genetic value with semi-parametric procedures
    • Gianola, D., Fernando, R. L. & Stella, A. (2006). Genomic assisted prediction of genetic value with semi-parametric procedures. Genetics 173, 1761-1776.
    • (2006) Genetics , vol.173 , pp. 1761-1776
    • Gianola, D.1    Fernando, R.L.2    Stella, A.3
  • 15
    • 45849117254 scopus 로고    scopus 로고
    • Reproducing kernel Hilbert spaces methods for genomic assisted prediction of quantitative traits
    • Gianola, D. & van Kaam, J. B. C. H. M. (2008). Reproducing kernel Hilbert spaces methods for genomic assisted prediction of quantitative traits. Genetics 178, 2289-2303.
    • (2008) Genetics , vol.178 , pp. 2289-2303
    • Gianola, D.1    van Kaam, J.B.C.H.M.2
  • 16
    • 45849103551 scopus 로고    scopus 로고
    • Nonparametric methods for incorporating genomic information into genetic evaluations: An application to mortality in broilers
    • González-Recio, O., Gianola, D., Long, N., Weigel, K. A., Rosa, G. J. M. & Avendaño, S. (2008a). Nonparametric methods for incorporating genomic information into genetic evaluations: An application to mortality in broilers. Genetics 178, 2305-2313.
    • (2008) Genetics , vol.178 , pp. 2305-2313
    • González-Recio, O.1    Gianola, D.2    Long, N.3    Weigel, K.A.4    Rosa, G.J.M.5    Avendaño, S.6
  • 17
    • 65749092052 scopus 로고    scopus 로고
    • Genome-assisted prediction of a quantitative trait in parents and progeny: Application to food conversion rate in chickens
    • submitted
    • Gonzalez-Recio, O., Gianola, D., Rosa, G. J. M., Weigel, K. A. & Avendaño, S. (2008b). Genome-assisted prediction of a quantitative trait in parents and progeny: Application to food conversion rate in chickens. Genetics Selection Evolution, submitted.
    • (2008) Genetics Selection Evolution
    • Gonzalez-Recio, O.1    Gianola, D.2    Rosa, G.J.M.3    Weigel, K.A.4    Avendaño, S.5
  • 18
    • 0002783328 scopus 로고
    • Sire evaluation and genetic trends
    • Champaign, IL: American Society of Animal Science and American Dairy Science Association
    • Henderson, C. R. (1973). Sire evaluation and genetic trends. In Proceedings of the Animal Breeding Genetics Symposium in Honour of J. L. Lush, pp. 10-41. Champaign, IL: American Society of Animal Science and American Dairy Science Association.
    • (1973) Proceedings of the Animal Breeding Genetics Symposium in Honour of J. L. Lush , pp. 10-41
    • Henderson, C.R.1
  • 20
    • 0000116382 scopus 로고
    • Best linear unbiased prediction of nonadditive genetic merits in noninbred populations
    • Henderson, C. R. (1985). Best linear unbiased prediction of nonadditive genetic merits in noninbred populations. Journal of Animal Science 60, 111-117.
    • (1985) Journal of Animal Science , vol.60 , pp. 111-117
    • Henderson, C.R.1
  • 21
    • 40149087235 scopus 로고    scopus 로고
    • Hill, W. G., Goddard, M. E. & Visscher, P. M. (2008). Data and theory point to mainly additive genetic variance for complex traits. PLOS Genetics 4, e1000008.
    • Hill, W. G., Goddard, M. E. & Visscher, P. M. (2008). Data and theory point to mainly additive genetic variance for complex traits. PLOS Genetics 4, e1000008.
  • 24
    • 0017836124 scopus 로고
    • Logical, epistemological and statistical aspects of nature-nurture data interpretation
    • Kempthorne, O. (1978). Logical, epistemological and statistical aspects of nature-nurture data interpretation. Biometrics 34, 1-23.
    • (1978) Biometrics , vol.34 , pp. 1-23
    • Kempthorne, O.1
  • 26
    • 0001047041 scopus 로고
    • Role of epistasis and overdominance in stability of equilibria with selection
    • Kojima, K. I. (1959). Role of epistasis and overdominance in stability of equilibria with selection. Proceedings of the National Academy of Sciences of the USA 45, 984-989.
    • (1959) Proceedings of the National Academy of Sciences of the USA , vol.45 , pp. 984-989
    • Kojima, K.I.1
  • 28
    • 36849010721 scopus 로고    scopus 로고
    • Machine learning classification procedure for selecting SNPs in genomic selection: Application to early mortality in broilers
    • Long, N., Gianola, D., Rosa, G. J. M., Weigel, K. & Avendaño, S. (2007). Machine learning classification procedure for selecting SNPs in genomic selection: Application to early mortality in broilers. Journal of Animal Breeding and Genetics 124, 377-389.
    • (2007) Journal of Animal Breeding and Genetics , vol.124 , pp. 377-389
    • Long, N.1    Gianola, D.2    Rosa, G.J.M.3    Weigel, K.4    Avendaño, S.5
  • 29
    • 58749100318 scopus 로고    scopus 로고
    • Marker-assisted assessment of genotype by environment interaction: A case study of SNP-mortality association in broilers in two hygiene environments
    • in press
    • Long, N., Gianola, D., Rosa, G. J. M., Weigel, K. A. & Avendaño, S. (2008). Marker-assisted assessment of genotype by environment interaction: A case study of SNP-mortality association in broilers in two hygiene environments. Journal of Animal Science (in press).
    • (2008) Journal of Animal Science
    • Long, N.1    Gianola, D.2    Rosa, G.J.M.3    Weigel, K.A.4    Avendaño, S.5
  • 31
    • 43249108568 scopus 로고    scopus 로고
    • Comparison of approaches for machine learning optimization of neural networks for detecting gene-gene interactions in genetic epidemiology
    • Motsinger-Reif, A. A., Dudek, S. M., Hahn, L. W. & Ritchie, M. D. (2008). Comparison of approaches for machine learning optimization of neural networks for detecting gene-gene interactions in genetic epidemiology. Genetic Epidemiology 32, 325-340.
    • (2008) Genetic Epidemiology , vol.32 , pp. 325-340
    • Motsinger-Reif, A.A.1    Dudek, S.M.2    Hahn, L.W.3    Ritchie, M.D.4
  • 32
    • 7844230584 scopus 로고
    • The covariance between relatives in the presence of linkage
    • ed. W. D. Hanson & H. F. Robinson, pp, Washington, DC: National Academy of Sciences, National Research Council
    • Schnell, F. W. (1963). The covariance between relatives in the presence of linkage. In Statistical Genetics and Plant Breeding. (ed. W. D. Hanson & H. F. Robinson), pp. 463-483. Washington, DC: National Academy of Sciences - National Research Council.
    • (1963) Statistical Genetics and Plant Breeding , pp. 463-483
    • Schnell, F.W.1
  • 36
    • 0002504406 scopus 로고    scopus 로고
    • Epistasis and complex traits
    • ed. J. B. Wolf, E. D. Brodie III and M. J. Wade, pp, New York: Oxford University Press
    • Templeton, A. R. (2000). Epistasis and complex traits. In Epistasis and the Evolutionary Process (ed. J. B. Wolf, E. D. Brodie III and M. J. Wade), pp. 41-57. New York: Oxford University Press.
    • (2000) Epistasis and the Evolutionary Process , pp. 41-57
    • Templeton, A.R.1
  • 38
    • 0003466536 scopus 로고
    • Philadelphia, PA: Society for Industrial and Applied Mathematics
    • Wahba, G. (1990). Spline Models for Observational Data. Philadelphia, PA: Society for Industrial and Applied Mathematics.
    • (1990) Spline Models for Observational Data
    • Wahba, G.1
  • 39
    • 0003124559 scopus 로고
    • Marginal inferences about variance components in a mixed linear model using Gibbs sampling
    • Wang, C. S., Rutledge, J. J. & Gianola, D. (1993). Marginal inferences about variance components in a mixed linear model using Gibbs sampling. Genetics Selection Evolution 25, 41-62.
    • (1993) Genetics Selection Evolution , vol.25 , pp. 41-62
    • Wang, C.S.1    Rutledge, J.J.2    Gianola, D.3
  • 40
    • 0028117976 scopus 로고
    • Bayesian analysis of mixed linear models via Gibbs sampling with an application to litter size in Iberian pigs
    • Wang, C. S., Rutledge, J. J. & Gianola, D. (1994). Bayesian analysis of mixed linear models via Gibbs sampling with an application to litter size in Iberian pigs. Genetics Selection Evolution 26, 91-115.
    • (1994) Genetics Selection Evolution , vol.26 , pp. 91-115
    • Wang, C.S.1    Rutledge, J.J.2    Gianola, D.3
  • 41
    • 33646238044 scopus 로고    scopus 로고
    • Models and partition of variance for quantitative trait loci with epistasis and linkage disequilibrium
    • Wang, T. & Zeng, Z.-B. (2006). Models and partition of variance for quantitative trait loci with epistasis and linkage disequilibrium. BMC Genetics 7, 9.
    • (2006) BMC Genetics , vol.7 , pp. 9
    • Wang, T.1    Zeng, Z.-B.2


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