I got this problem when studying system of differential equations. I'm trying to find a $n\times n$ matrix with all eigenvalues are the same such that this matrix also has $n$ linear independent eigenvectors. I think the only type of matrice with this property is scalar multiple of the identity matrix. But it seems like this case is rarely occur in system of differential equations.
Let $A$ be $n\times n$ matrix.
Prove/disprove that if $A$ has eigen value of multiplicity $n$ and $n$ eigenvectors that linearly independent, then $A$ is a scalar multiple of identity matrix. That is, $$A = kI.$$