The solution shows that the correct answer is A. The key characteristic of EWMA (Exponentially Weighted Moving Average) is that it does not include a long-run average variance component, unlike GARCH models. EWMA only uses the previous variance estimate and the most recent squared return, with the weight assigned to the long-run average variance being zero.