Multikernel linear mixed model with adaptive lasso for complex phenotype prediction.
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DOI: 10.1002/sim.8477
Abstract: Linear mixed models (LMMs) and their extensions have been widely used for high-dimensional genomic data analyses. While LMMs hold great promise for risk prediction research, the high dimensionality of the data and different effect sizes… read more here.
Keywords: multikernel linear; genomic regions; adaptive lasso; model ... See more keywords