Estimation of a Multiplicative Correlation Structure in the Large Dimensional Case

Christian M. Hafner, Oliver B. Linton, Haihan Tang

We propose a Kronecker product model for correlation or covariance matrices in the large dimensional case. The number of parameters of the model increases logarithmically with the…