Assume that all the entries of an $n \times n$ correlation matrix which are not on the main diagonal are equal to $q$. Find upper and lower bounds on the possible values of $q$.
I know that the matrix should be positive semidefinite but how to proceed to get the upper and lower bounds?
Thanks!