Dynamic factor, leverage and realized covariances in multivariate stochastic volatility

Yuta Yamauchi, Yasuhiro Omori

In the stochastic volatility models for multivariate daily stock returns, it has been found that the estimates of parameters become unstable as the dimension of returns increases.…