出版社:Suntory Toyota International Centre for Economics and Related Disciplines
摘要:We propose a semiparametric IGARCH model that allows for persistence in
variance but also allows for more flexible functional form. We assume that the
difference of the squared process is weakly stationary. We propose an estimation
strategy based on the nonparametric instrumental variable method. We establish
the rate of convergence of our estimator.