Before revision:  We apply the model to simulated data as well as  daily log-returns of 300 S&P 500 stocks and demonstrate its effectiveness to obtain sparse loadings matrices and more precise correlation estimates .
After revision:  We apply the model to simulated data as well as daily log-returns of 300 S&P 500 members. Our approach yields precise correlation estimates .