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Volumn 3, Issue FEB, 2012, Pages

Accuracy of genome-enabled prediction in a dairy cattle population using different cross-validation layouts

Author keywords

Accuracy; Genetic relationships; Training testing designs

Indexed keywords

ANIMALIA; BOS;

EID: 84870693504     PISSN: None     EISSN: 16648021     Source Type: Journal    
DOI: 10.3389/fgene.2012.00027     Document Type: Article
Times cited : (35)

References (27)
  • 2
    • 36849052387 scopus 로고    scopus 로고
    • Accuracy of breeding values when using and ignoring the polygenic effect in genomic breeding value estimation with a marker density of one SNP per cM
    • Calus, M. P. L., and Veerkamp, R. F. (2007). Accuracy of breeding values when using and ignoring the polygenic effect in genomic breeding value estimation with a marker density of one SNP per cM. J. Anim. Breed. Genet. 124, 362-368.
    • (2007) J. Anim. Breed. Genet , vol.124 , pp. 362-368
    • Calus, M.P.L.1    Veerkamp, R.F.2
  • 3
    • 78649317608 scopus 로고    scopus 로고
    • Predicting genetic predisposition in humans: the promise of whole-genome markers
    • De Los Campos, G., Gianola, D., and Allison, D. B. (2010). Predicting genetic predisposition in humans: the promise of whole-genome markers. Nat. Rev. Genet. 11, 880-886.
    • (2010) Nat. Rev. Genet , vol.11 , pp. 880-886
    • De Los Campos, G.1    Gianola, D.2    Allison, D.B.3
  • 7
    • 78449270118 scopus 로고    scopus 로고
    • Comparison between genomic predictions using daughter yield deviation and conventional estimated breeding value as response variables
    • Guo, G., Lund, M. S., Zhang, Y., and Su, G. (2010). Comparison between genomic predictions using daughter yield deviation and conventional estimated breeding value as response variables. J. Anim. Breed. Genet. 127, 423-432.
    • (2010) J. Anim. Breed. Genet , vol.127 , pp. 423-432
    • Guo, G.1    Lund, M.S.2    Zhang, Y.3    Su, G.4
  • 8
    • 37249083895 scopus 로고    scopus 로고
    • The impact of genetic relationship information on genome-assisted breeding values
    • Habier, D., Fernando, R. L., and Dekkers, J. C. M. (2007). The impact of genetic relationship information on genome-assisted breeding values. Genetics 177, 2389-2397.
    • (2007) Genetics , vol.177 , pp. 2389-2397
    • Habier, D.1    Fernando, R.L.2    Dekkers, J.C.M.3
  • 9
    • 77952787476 scopus 로고    scopus 로고
    • The impact of genetic relationship information on genomic breeding values in German dairy cattle cattle
    • Habier, D., Tetens, J., Seefried, F. R., Lichtner, P., and Thaller, G. (2010). The impact of genetic relationship information on genomic breeding values in German dairy cattle cattle. Genet. Sel. Evol. 42, 5.
    • (2010) Genet. Sel. Evol. , vol.42 , pp. 5
    • Habier, D.1    Tetens, J.2    Seefried, F.R.3    Lichtner, P.4    Thaller, G.5
  • 10
    • 0001138328 scopus 로고
    • A K-means clustering algorithm
    • Hartigan, J. A., and Wong, M. A. (1979). A K-means clustering algorithm. Appl. Stat. 28, 100-108.
    • (1979) Appl. Stat. , vol.28 , pp. 100-108
    • Hartigan, J.A.1    Wong, M.A.2
  • 11
    • 65249179516 scopus 로고    scopus 로고
    • Increased accuracy of artificial selection by using the realized relationship matrix
    • Hayes, B. J., Visscher, P. M., and Goddard, M. E. (2009). Increased accuracy of artificial selection by using the realized relationship matrix. Genet. Res. 91, 47-60.
    • (2009) Genet. Res. , vol.91 , pp. 47-60
    • Hayes, B.J.1    Visscher, P.M.2    Goddard, M.E.3
  • 13
  • 15
    • 72449137120 scopus 로고    scopus 로고
    • The accuracy of genomic selection in Norwegian Red cattle assessed by cross-validation
    • Luan, T., Woolliams, J. A., Lien, S., Kent, M., Svendsen, M., and Meuwissen, T. H. E. (2009). The accuracy of genomic selection in Norwegian Red cattle assessed by cross-validation. Genetics 183, 1119-1126.
    • (2009) Genetics , vol.183 , pp. 1119-1126
    • Luan, T.1    Woolliams, J.A.2    Lien, S.3    Kent, M.4    Svendsen, M.5    Meuwissen, T.H.E.6
  • 17
    • 79955083587 scopus 로고    scopus 로고
    • Interbull validation test for genomic evaluations
    • Mäntysaari, E., Liu, Z., and VanRaden, P. (2010). Interbull validation test for genomic evaluations. Interbull Bull. 41, 17-22.
    • (2010) Interbull Bull , vol.41 , pp. 17-22
    • Mäntysaari, E.1    Liu, Z.2    VanRaden, P.3
  • 18
    • 0035045051 scopus 로고    scopus 로고
    • Prediction of total genetic value using genome-wide dense marker maps
    • Meuwissen, T. H. E., Hayes, B. J., and Goddard, M. E. (2001). Prediction of total genetic value using genome-wide dense marker maps. Genetics 157, 1819-1829.
    • (2001) Genetics , vol.157 , pp. 1819-1829
    • Meuwissen, T.H.E.1    Hayes, B.J.2    Goddard, M.E.3
  • 19
    • 79955121390 scopus 로고    scopus 로고
    • Differences among methods to validate genomic evaluations for dairy cattle
    • Olson, K. M., VanRaden, P. M., Tooker, M. E., and Cooper, T. A. (2011). Differences among methods to validate genomic evaluations for dairy cattle. J. Dairy Sci. 94, 2613-2620.
    • (2011) J. Dairy Sci. , vol.94 , pp. 2613-2620
    • Olson, K.M.1    VanRaden, P.M.2    Tooker, M.E.3    Cooper, T.A.4
  • 22
    • 32444450670 scopus 로고    scopus 로고
    • R Development Core Team Vienna
    • R Development Core Team. (2009). R Foundation for Statistical Computing. Vienna. Available at: http://www.R-project.org
    • (2009) R Foundation for Statistical Computing
  • 23
    • 67649227451 scopus 로고    scopus 로고
    • Technical note: derivation of equivalent computing algorithms for genomic predictions and reliabilities of animal merit
    • Strandén, I., and Garrick, D. J. (2009). Technical note: derivation of equivalent computing algorithms for genomic predictions and reliabilities of animal merit. J. Dairy Sci. 92, 2971-2975.
    • (2009) J. Dairy Sci. , vol.92 , pp. 2971-2975
    • Strandén, I.1    Garrick, D.J.2
  • 25
    • 78649277825 scopus 로고    scopus 로고
    • Predictive ability of subsets of SNP with and of parent average for several traits in US Holstein
    • Vazquez, A. I., Rosa, G. J. M., Weigel, K. A., De Los Campos, G., Gianola, D., and Allison, D. B. (2010). Predictive ability of subsets of SNP with and of parent average for several traits in US Holstein. J. Dairy Sci. 93, 5942-5949.
    • (2010) J. Dairy Sci. , vol.93 , pp. 5942-5949
    • Vazquez, A.I.1    Rosa, G.J.M.2    Weigel, K.A.3    De Los Campos, G.4    Gianola, D.5    Allison, D.B.6
  • 26
    • 70349897495 scopus 로고    scopus 로고
    • Predictive ability of genomic breeding values estimated from selected subsets of single nucleotide polymorphism markers for lifetime net merit in Holtein cattle
    • Weigel, K. A., De Los Campos, G., González-Recio, O., Naya, H., Wu, X. L., Long, N., Rosa, G. J. M., and Gianola, D. (2009). Predictive ability of genomic breeding values estimated from selected subsets of single nucleotide polymorphism markers for lifetime net merit in Holtein cattle. J. Dairy Sci. 92, 5248-5257.
    • (2009) J. Dairy Sci. , vol.92 , pp. 5248-5257
    • Weigel, K.A.1    De Los Campos, G.2    González-Recio, O.3    Naya, H.4    Wu, X.L.5    Long, N.6    Rosa, G.J.M.7    Gianola, D.8


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.