Furthermore, for each b ∈ X let P b ∈ R l×l denote the matrix whose entries are given by the expected number of occurrences of trigrams.
the advantage of working with operator models is that, under certain mild assumptions on the operator parameters, there exist algorithms that can estimate the operators from observable statistics of the input sequences.