The book addresses the problem of a time-varying unconditional variance of return processes utilizing a spline function … parameters of the mean, the conditional variance and the spline function. With the help of this method, the knots are placed in … regions where the unconditional variance is not smooth. The results are tested within an extensive simulation study and an …