Figure 3.

First order HMM using an alphabet of two nucleotides (A,T) for clarity. Circles represent states; arrows represent transitions. The letter inside each circle is the only nucleotide emitted by that state (at 100% probability). To represent the full first order model, there would be four states for each position. Adapted from Durbin et al. (8).