The equation (39) gives an explicit expression of σ as a product of two terms. Once the pattern and the true parameter π are fixed, the first term (Q) depends only on ℓ and Nobs while the second one only depends on the length n of the sequence used for the parameter estimation (see appendix C for an explicit expression of σ in the particular case of an order 0 Markov model).