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Volumn 293, Issue , 2012, Pages 206-218

The cumulative effect of genetic markers on classification performance: Insights from simple models

Author keywords

Bayes error; Binomial distribution; Correlation; Mutual information; Population differentiation

Indexed keywords

ALLELE; BAYESIAN ANALYSIS; CORRELATION; ERROR ANALYSIS; GENETIC MARKER; POPULATION DYNAMICS;

EID: 80155155993     PISSN: 00225193     EISSN: 10958541     Source Type: Journal    
DOI: 10.1016/j.jtbi.2011.10.005     Document Type: Article
Times cited : (13)

References (26)
  • 2
    • 0032711229 scopus 로고    scopus 로고
    • New methods employing multilocus genotypes to select or exclude populations as origins of individuals
    • Cornuet J.M., Piry S., Luikart G., Estoup A., Solignac M. New methods employing multilocus genotypes to select or exclude populations as origins of individuals. Genetics 1999, 153.
    • (1999) Genetics , pp. 153
    • Cornuet, J.M.1    Piry, S.2    Luikart, G.3    Estoup, A.4    Solignac, M.5
  • 3
    • 0029150074 scopus 로고
    • A comparison of linkage disequilibrium measures for fine-scale mapping
    • Devlin B., Risch N. A comparison of linkage disequilibrium measures for fine-scale mapping. Genomics 1995, 29(2):311-322.
    • (1995) Genomics , vol.29 , Issue.2 , pp. 311-322
    • Devlin, B.1    Risch, N.2
  • 4
    • 0001498917 scopus 로고
    • The meaning of binomial distribution
    • Edwards A.W.F. The meaning of binomial distribution. Nature 1960, 186(4730):1074.
    • (1960) Nature , vol.186 , Issue.4730 , pp. 1074
    • Edwards, A.W.F.1
  • 5
    • 0042591658 scopus 로고    scopus 로고
    • Human genetic diversity: Lewontin's fallacy
    • Edwards A.W.F. Human genetic diversity: Lewontin's fallacy. BioEssays 2003, 25:798-801.
    • (2003) BioEssays , vol.25 , pp. 798-801
    • Edwards, A.W.F.1
  • 7
    • 73349091669 scopus 로고    scopus 로고
    • Individual ancestry inference and the reification of race as a biological phenomenon
    • Rutgers University Press, New Brunswick, B. Koenig, S. Lee, S. Richardson (Eds.)
    • Feldman M.W., Lewontin R.C. Individual ancestry inference and the reification of race as a biological phenomenon. Revisiting Race in a Genomic Age 2008, 70-88. Rutgers University Press, New Brunswick. B. Koenig, S. Lee, S. Richardson (Eds.).
    • (2008) Revisiting Race in a Genomic Age , pp. 70-88
    • Feldman, M.W.1    Lewontin, R.C.2
  • 9
    • 0023430504 scopus 로고
    • Gametic disequilibrium measures: proceed with caution
    • Hedrick P.W. Gametic disequilibrium measures: proceed with caution. Genetics 1987, 117:331-341.
    • (1987) Genetics , vol.117 , pp. 331-341
    • Hedrick, P.W.1
  • 10
    • 67349176068 scopus 로고    scopus 로고
    • Genetics in geographically structured populations: defining, estimating and interpreting FST
    • Holsinger K.E., Weir B. Genetics in geographically structured populations: defining, estimating and interpreting FST. Nat. Rev. Genet. 2009, 10(9):639-650.
    • (2009) Nat. Rev. Genet. , vol.10 , Issue.9 , pp. 639-650
    • Holsinger, K.E.1    Weir, B.2
  • 13
    • 0000244010 scopus 로고
    • The apportionment of human diversity
    • Lewontin R.C. The apportionment of human diversity. Evol. Biol. 1972, 6:381-398.
    • (1972) Evol. Biol. , vol.6 , pp. 381-398
    • Lewontin, R.C.1
  • 14
    • 0347802766 scopus 로고
    • Genetic Differentiation of Races of Man as Judged by Single-Locus and Multilocus Analyses
    • Mitton J.B. Genetic Differentiation of Races of Man as Judged by Single-Locus and Multilocus Analyses. The American Naturalist 1977, 111(978):203-212.
    • (1977) The American Naturalist , vol.111 , Issue.978 , pp. 203-212
    • Mitton, J.B.1
  • 15
    • 10444256583 scopus 로고
    • Bernoulli trials, Poisson trials, surprising variance, and Jensen's inequality
    • Nedelman J., Wallenius T. Bernoulli trials, Poisson trials, surprising variance, and Jensen's inequality. Am. Statistician 1986, 40(4):286-289.
    • (1986) Am. Statistician , vol.40 , Issue.4 , pp. 286-289
    • Nedelman, J.1    Wallenius, T.2
  • 16
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy
    • Peng H., Long F., Ding C. Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy. IEEE Trans. Pattern Anal. Mach. Intell. 2005, 27(8):1226-1238.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.8 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 18
    • 0034118493 scopus 로고    scopus 로고
    • Inference of population structure using multilocus genotype data
    • Pritchard J.K., Stephens M., Donnelly P. Inference of population structure using multilocus genotype data. Genetics 2000, 155:945-959.
    • (2000) Genetics , vol.155 , pp. 945-959
    • Pritchard, J.K.1    Stephens, M.2    Donnelly, P.3
  • 19
    • 0030835444 scopus 로고    scopus 로고
    • Detecting immigration by using multilocus genotypes
    • Rannala B., Mountain J.L. Detecting immigration by using multilocus genotypes. Proc. Natl. Acad. Sci. USA 1997, 94:9197-9221.
    • (1997) Proc. Natl. Acad. Sci. USA , vol.94 , pp. 9197-9221
    • Rannala, B.1    Mountain, J.L.2
  • 20
    • 0036381531 scopus 로고    scopus 로고
    • Categorization of humans in biomedical research: genes, race and disease
    • comment2007.2001-2007.2012
    • Risch N., Burchard E., Ziv E., Tang H. Categorization of humans in biomedical research: genes, race and disease. Genome Biol. 2002, 3(7). comment2007.2001-2007.2012.
    • (2002) Genome Biol. , vol.3 , Issue.7
    • Risch, N.1    Burchard, E.2    Ziv, E.3    Tang, H.4
  • 22
  • 23
    • 28744455932 scopus 로고    scopus 로고
    • Algorithms for selecting informative marker panels for population assignment
    • Rosenberg N.A. Algorithms for selecting informative marker panels for population assignment. J. Comput. Biol. 2005, 12:1183-1201.
    • (2005) J. Comput. Biol. , vol.12 , pp. 1183-1201
    • Rosenberg, N.A.1
  • 25
    • 78149487809 scopus 로고    scopus 로고
    • Ancestral informative marker selection and population structure visualization using sparse Laplacian eigenfunctions
    • Zhang J. Ancestral informative marker selection and population structure visualization using sparse Laplacian eigenfunctions. PLoS ONE 2010, 5(11):e13734.
    • (2010) PLoS ONE , vol.5 , Issue.11
    • Zhang, J.1
  • 26
    • 39449089088 scopus 로고    scopus 로고
    • Effective selection of informative SNPs and classification on the HapMap genotype data
    • Zhou N., Wang L. Effective selection of informative SNPs and classification on the HapMap genotype data. BMC Bioinformat. 2007, 8:484.
    • (2007) BMC Bioinformat. , vol.8 , pp. 484
    • Zhou, N.1    Wang, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.