Comment on: http://infoproc.blogspot.dk/2016/02/missing-heritability-and-gcta-update-on.html First, skim this paper: http://journals.plos.org/ploso... Genomic prediction works fairly well. This recent paper does a cross-data cross-method analysis of genomic prediction methods using 10 fold cross-validation to account for overfitting. In general, the compressed sensing/lasso/regularization methods perform well, but surprisingly an even simpler method comes out on top (mRMR):
Does genomic prediction work?
Does genomic prediction work?
Does genomic prediction work?
Comment on: http://infoproc.blogspot.dk/2016/02/missing-heritability-and-gcta-update-on.html First, skim this paper: http://journals.plos.org/ploso... Genomic prediction works fairly well. This recent paper does a cross-data cross-method analysis of genomic prediction methods using 10 fold cross-validation to account for overfitting. In general, the compressed sensing/lasso/regularization methods perform well, but surprisingly an even simpler method comes out on top (mRMR):