From a much more purely engineering perspective, one can also use the analysis of the previous two sections to identify individual parameters that carry little to no useful information and simply remove them from the model.
if p b is a particular distribution and p b+1 is its corresponding back-off distribution, then one can remove all parameters p b such that where 0 < t < 1 is some threshold.