
Analysis of high dimensional multivariate stochastic volatility models
Keywords: ارزش در معرض خطر; Bayesian inference; Markov chain Monte Carlo; Marginal likelihood; Metropolis-Hastings algorithm; Particle filter; Simulation; State space model; Stochastic jumps; Student-t distribution; Volatility; Value-at-Risk; Risk measurement; Forecasting; Time-vary