 From a modern perspective, Elo's simplifying assumptions are not necessary because computing power is inexpensive and widely available.Moreover, even within the simplified model, more efficient estimation techniques are well known.Several people, most notably Mark Glickman, have proposed using more sophisticated statistical machinery to estimate the same variables.