The simplest way to incorporate this hypothesis is to take formula 8 above, but normalise for document length (d). If we assume that the value of is appropriate to documents of average length (), then this model can be expressed as
This function is used in the experiments described below (section 7). However, a more detailed analysis of the effect of the Verbosity hypothesis on the 2--Poisson model may reveal a more complex pattern.