Bayesian prediction of jumps in large panels of time series data

Angelos Alexopoulos, Petros Dellaportas, Omiros Papaspiliopoulos

We take a new look at the problem of disentangling the volatility and jumps processes of daily stock returns. We first provide a computational framework for the univariate stochast…