Forecasting Large Realized Covariance Matrices: The Benefits of Factor Models and Shrinkage

Rafael Alves, Diego S. de Brito, Marcelo C. Medeiros +1

We propose a model to forecast large realized covariance matrices of returns, applying it to the constituents of the S\&P 500 daily. To address the curse of dimensionality, we deco…