please try DIME if your data set was from ChIP-seq PURPOSE: R package that considers an ensemble of finite mixture models combined with a local false discovery rate (fdr) for analyzing ChIP-seq data comparing two samples. This package can also be used to identify differential in other high throughput data such as microarray and DNA methylation. //www.stat.osu.edu/~statgen/SOFTWARE/DIME/