01333naa a2200253 a 450000100080000000500110000800800410001910000190006024501250007926000090020452005820021365000100079565300270080570000170083270000250084970000170087470000220089170000250091370000170093870000170095570000200097270000160099277300710100820033302014-12-19       2014    bl uuuu     u00u1 u    #d1 aAZEVEDO, C. F.  aSupervised independent component analysis as an alternative method for genomic selection in pigs.h[electronic resource]  c2014  aThe objective of this work was to evaluate the efficiency of the supervised independent component regression (SICR) method for the estimation of genomic values and the SNP marker effects for boar taint and carcass traits in pigs. The methods were evaluated via the agreement between the predicted genetic values and the corrected phenotypes observed by cross-validation. These values were also compared with other methods generally used for the same purposes, such as RR-BLUP, SPCR, SPLS, ICR, PCR and PLS. The SICR method was found to have the most accurate prediction values.  aPorco  aMelhoramento genético1 aSILVA, F. F.1 aRESENDE, M. D. V. de1 aLOPES, M. S.1 aDUIJVESTEINJN, N.1 aGUIMARÃES, S. E. F.1 aLOPES, P. S.1 aKELLY, M. J.1 aVIANA, J. M. S.1 aKNOL, E. F.  tJournal of Animal Breeding and Geneticsgv. 131, p. 452-461, 2014.