 All of the above models can be extended to allow for more distant dependencies among hidden states, e.g.allowing for a given state to be dependent on the previous two or three states rather than a single previous state; i.e.the transition probabilities are extended to encompass sets of three or four adjacent states (or in general formula_37 adjacent states).