For an invertible matrix whose columns give the new basis in old coordinates, the new matrix is . Multiplicativity of the determinant gives
since .
To justify the cyclic property of the trace directly, for two square matrices ,
Apply it with and :
Thus both the determinant and trace are invariant under change of basis.

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