Testing and Support Recovery of Correlation Structures for Matrix-Valued Observations with an Application to Stock Market Data

Xin Chen, Dan Yang, Yan Xu +3

Estimation of the covariance matrix of asset returns is crucial to portfolio construction. As suggested by economic theories, the correlation structure among assets differs between…