Bayesian Estimation of Multivariate Volatility Models

Abstract

In this paper, we introduce various multivariate stochastic volatility models and multivariate realized stochastic volatility models in the literature for the multiple asset returns, and discuss efficient Bayesian estimation methods using Markov chain Monte Carlo simulation.