Ellipsoidal confidence regions for a normal covariance matrix

Abstract

We obtain an asymptotic expansion of the confidence coefficient for an ellipsoidal confidence region on the elements of a normal covariance matrix. This leads to simultaneous confidence intervals on all linear functions of the elements of this matrix, which are compared with those of Roy (1954).

Keywords:

• confidence ellipsoids
• covariance matrices
• simultaneous confidence intervals