I have seen plenty of literature about GARCH on estimation volatility. how about covariance? There are plenty of risk models depending on the covariance matrix.
I guess we can assume the correlation is constant and volatility changes. But in reality in super volatile moment correlation between stocks increases.
Or there is a separate model for estimating correlation?