Tests on residuals

The tests outlined here include: Doornik-Hansen test for normality of residuals distribution, the Durbin-Watson test, the Ljung-Box and Box-Pierce tests for autocorrelation of residuals, and the Wald-Wolfowitz tests for randomness of residuals.