Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure

In this study, a simple yet powerful two-step approach is proposed for fast detection of high order epistatic interaction. Our algorithm makes it possible to detect high order epistatic interactions in GWAS in a matter of hours on a PC.