**Let be given by for a fixed Let be a linear transformation such that is a set of linearly independent eigenvectors of Then**

- The matrix of with respect to is diagonal.
- The matrix of with respect to isnon-diagonal.
- The matrix of with respect to is not necessarily diagonal, but is upper triangular.
- The matrix of with respect to is diagonal, but the matrix of with respect to is not diagonal.