Ji, Jiangyu; Lucas, Andre - 2012
We propose a new semiparametric observation-driven volatility model where the form of the error density directly … influences the volatility dynamics. This feature distinguishes our model from standard semiparametric GARCH models. The link … between the estimated error density and the volatility dynamics follows from the application of the generalized autoregressive …