Before revision: This paper considers a semiparametric generalized autoregressive conditional heteroscedastic (S-GARCH) model , which has a smooth long run component with unknown form to depict time-varying parameters, and a GARCH-type short run component to capture the temporal dependence .
After revision: This paper considers a semiparametric generalized autoregressive conditional heteroscedastic (S-GARCH) model .