References
- L. Breiman, Random forests, Mach. Learn. 45(1) (2001), pp. 5–32. doi: 10.1023/A:1010933404324
- J. Cañón, P. Alexandrino, I. Bessa, C. Carleos, Y. Carretero, S. Dunner, N. Ferran, D. Garcia, J. Jordana, D. Laloë, A. Pereira, A. Sanchez, and K. Moazami-Goudarzi, Genetic diversity measures of local European beef cattle breeds for conservation purposes, Genet. Select. Evol. 33 (2001), pp. 311–332. doi: 10.1186/1297-9686-33-3-311
- J. Cañón, M.L. Checa, C. Carleos, J.L. Vega-Pla, M. Vallejo, and S. Dunner, The genetic structure of Spanish Celtic horse breeds inferred from microsatellite data, Anim. Genet. 31 (2000), pp. 39–48. doi: 10.1046/j.1365-2052.2000.00591.x
- J. Cañón, I. Tupac-Yupanqui, M.A. Garcia-Atance, M. Cortes, D. Garcia, J. Fernandéz, and S. Dunner, Genetic variation within the Lidia bovine lineage, Anim. Genet. 39 (2008), pp. 439–445. doi: 10.1111/j.1365-2052.2008.01738.x
- G. Evanno, S. Regnaut, and J. Goudet, Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study, Mol. Ecol. 14(8) (2005), pp. 2611–2620. doi: 10.1111/j.1365-294X.2005.02553.x
- R. Fluss, D. Faraggi, and B. Reiser, Estimation of the Youden Index and its associated cut point, Biomet. J. 47(4) (2005), pp. 458–472. doi: 10.1002/bimj.200410135
- B. Guinand, A. Topchy, P.S. Page, M.K. Burnham-Curtis, P.K. Punch, and K.T. Cribner, Comparisons of likelihood and machine learning methods of individual classification, J. Heredity 93(4) (2002), pp. 260–269. doi: 10.1093/jhered/93.4.260
- D.W. Hosmer and S. Lemeshow, Applied Logistic Regression, 2nd ed., New York, Wiley, 2000.
- A. Liaw and M. Wiener, Classification and regression by random forest, R News 2/3 (2002), pp. 18–22.
- P. Martínez-Camblor, C. Carleos, and N. Corral, Powerful nonparametric statistics to compare k independent ROC curves, J. Appl. Statist. 38(7) (2011), pp. 1317–1332. doi: 10.1080/02664763.2010.498504
- P. Martínez-Camblor, C. Carleos, and N. Corral, General nonparametric ROC curve comparison, J. Korean Statist. Soc. 42(1) (2013), pp. 71–81. doi: 10.1016/j.jkss.2012.05.002
- P. Martínez-Camblor, J. de Uña-Álvarez, and C. Díaz-Cote, Expanded renal transplantation: A multi-state approach, (2013), Unpublished manuscript.
- S. Piry, A. Alapetite, J.M. Cornuet, D. Paetkau, L. Baudouin, and A. Estoup, GeneClass2: A software for genetic assignment and first-generation migrant detection, J. Heredity 95 (2004), pp. 536–539. doi: 10.1093/jhered/esh074
- J.K. Pritchard, M. Stephens, and P. Donnelly, Inference of population structure using multilocus genotype data, Genetics 155 (2000), pp. 945–959.
- F. Rousset, Genepop’007: A complete reimplementation of the Genepop software for Windows and Linux, Mol. Ecol. Resources 8 (2008), pp. 103–106. doi: 10.1111/j.1471-8286.2007.01931.x
- I. Ruczinski, C. Kooperberg, and M. LeBlanc, Logic regression, J. Comput. Graph. Statist. 12(3) (2003), pp. 475–511. doi: 10.1198/1061860032238
- I. Ruczinski, C. Kooperberg, and M LeBlanc, Exploring interactions in high-dimensional genomic data: An overview of logic regression, with applications, J. Multivar. Anal. 90 (2004), pp. 178–195. doi: 10.1016/j.jmva.2004.02.010
- E. Setakis, H. Stirnadel, and D.J. Balding, Logistic regression protects against population structure in genetic association studies, Genome Res. 16 (2006), pp. 290–296. doi: 10.1101/gr.4346306
- C.E. Shannon, A mathematical theory of communication, Bell Syst. Tech. J. 27 (r1948), pp. 379–423. doi: 10.1002/j.1538-7305.1948.tb01338.x
- X.H. Zhou, N.A. Obuchowski, and D.K. McClish, Statistical Methods in Diagnostic Medicine, New York, Wiley, 2002. doi: 10.1002/9780470317082