| The rows of A are linearly independent. | |
| The characteristic polynomial of A splits over the reals. | |
| The determinant of A is non-zero. | |
| A has n distinct real eigenvalues. | |
| The characteristic polynomial of A has no repeated roots. | |
| A can be row reduced to a diagonal matrix. | |
| A commutes with all diagonal matrices. |