Let G be a threshold graph of order n with adjacency matrix A.We present an O (n) algorithm for constructing a diagonal matrix congruent to B x = A + xI for any x. An application, using Sylvester's Law of Inertia, can determine how many eigenvalues lie in an interval, allowing efficient approximation. We prove that eigenvalues of threshold graphs, other than 0 or −1, are simple.We give the spectrum for threshold graphs G(k, j), represented by 0 k 1 j . When n 3, G(n − n 3 , n 3 ) has the minimum eigenvalue λ min,n among threshold graphs of order n, and a formula for λ min,n is given. There is one more graph if n ≡ 2 mod 3.