This paper investigates unit root and long memory behavior of stock returns from Egypt, Tunisa, and Morrocco stock markets. Results in the paper support evidence of stationary short memory process for returns of these markets. Stationary and short memory of stock returns imply shocks to these markets cannot persist for long periods, and most recent lagged returns have more predictive power for future returns than long-term factors.