Modeling Randomly Walking Volatility with Chained Gamma Distributions

Di Zhang, Qiang Niu, Youzhou Zhou

Volatility clustering is a common phenomenon in financial time series. Typically, linear models can be used to describe the temporal autocorrelation of the (logarithmic) variance o…