Hwang, Soosung; Pereira, Pedro L. Valls - In: The European Journal of Finance 12 (2006) 6-7, pp. 473-494
It is shown that the ML estimates of the popular GARCH(1,1) model are significantly negatively biased in small samples and that in many cases converged estimates are not possible with Bollerslev's non-negativity conditions. Results also indicate that a high level of persistence in GARCH(1,1)...