A latent factor model with a mixture of sparse and dense factors to model gene expression data with confounding effects

Chuan Gao, Christopher D Brown, Barbara E Engelhardt

One important problem in genome science is to determine sets of co-regulated genes based on measurements of gene expression levels across samples, where the quantification of expre…