  We derive efficient recursive formulas giving the exact distribution of the
largest eigenvalue for finite dimensional real Wishart matrices and for the
Gaussian Orthogonal Ensemble (GOE). In comparing the exact distribution with
the limiting distribution of large random matrices, we also found that the
Tracy-Widom law can be approximated by a properly scaled and shifted Gamma
distribution, with great accuracy for the values of common interest in
statistical applications.
