Stochastic Lanczos estimation of genomic variance components for linear mixed-effects models.

Published in: BMC bioinformatics (2019)

Both the SLDF_REML and L_FOMC_REML algorithms outperform existing methods for REML estimation of variance components for LMM and are suitable for incorporation into existing GWAS LMM software implementations.

Keyphrases

machine learning
deep learning
gene expression