On statistical input and output equivalence of automata

The concept of automata, statistically equivalent in terms of input and output is introduced and proved to coincide with the conventional equivalence relation. For a certain range of automata the dependence is obtained of the length of a recognizing probabilistic experiment on the number of states, distribution of the probability of input signal, and the probability of a recognition error.