Nowadays, volatility of crude oil price is one of the important developments which are followed by experts with care. Recently increasing of crude oil price is very important for Turkey which 40% of energy consumption consists of oil and 90% of this amount is imported. The aim of the study is...

We propose a new class of observation-driven time-varying parameter models for dynamic volatilities and correlations to handle time series from heavy-tailed distributions. The model adopts generalized autoregressive score dynamics to obtain a time-varying covariance matrix of the multivariate...

Ever since Harry Markowitz published his seminal paper on portfolio selection, investors have incorporated estimates of future volatilities and correlations into their asset allocation process. While portfolio construction methods continue to evolve, many investors continue to forecast...