Are there any statistical methods for normalizing and identifying differential regions in histone modification ChIP-seq data?
Yes. ChIPnorm is a two-stage statistical method to normalize ChIP-seq data, and to find differential regions in the genome, given two libraries of histone modifications of different cell types.