Nucleic Acids Res. 2014 Jun;42(11):e95. doi:10.1093/nar/gku351

Lun AT, Smyth GK.

De novo detection of differentially bound regions for ChIP-seq data using peaks and windows: controlling error rates correctly.

'Peak calling should be performed on pooled libraries prior to the statistical analysis.'