Large Sample Properties of Higher Order Markov Models

Tuhin Majumder, Donald E. K. Martin, Soumendra N. Lahiri

We study large-sample properties of higher-order Markov chains on a finite alphabet $\Sigma$ when the order $m_n$ is allowed to grow with the sequence length $n$. By embedding the proce…