Multiple hypothesis testing adjusted for latent variables, with an application to the AGEMAP gene expression data

Yunting Sun, Nancy R. Zhang, Art B. Owen

In high throughput settings we inspect a great many candidate variables (e.g., genes) searching for associations with a primary variable (e.g., a phenotype). High throughput hypoth…