This talk will focus on modeling the relationship between histone modifications and gene expression, together with the correlations and anticorrelations among modificiations and chromatin modifiers. Some methods for analysis and visualization will be explained and examples of their application will be given.  Network construction methods will be explored with the goal of identifying direct interactions of modifications and chromatin modifiers.