Bounds for the Distance to the Nearest Correlation Matrix
Bounds for the Distance to the Nearest Correlation Matrix
In a wide range of practical problems correlation matrices are formed in such a way that, while symmetry and a unit diagonal are ensured, they may lack semidefiniteness. We derive a variety of new upper bounds for the distance from an arbitrary symmetric matrix to the nearest correlation matrix. The …