Abstract
We consider the optimal tests based on the likelihood ratio for discriminating between two Markov chains having a common finite phase space ℒ. Their risks are expressed in terms of probabilities of large deviations for sum of random variables defined on another Markov chain with the phase space ℒ × ℒ. Both simple and composite alternatives are considered. The established asymptotic formulas for the considered risks are precise.
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