This paper proposes a latent dynamic factor model for low- as well as high-dimensional realized covariance matrices of … positive definiteness of covariance matrices without imposing parametric restrictions. Simulated Bayesian parameter estimates … as well as positive definite (co)variance forecasts are obtained using Markov Chain Monte Carlo (MCMC) methods. An …