This paper proposes a simple consistent model specification test for p
arametric models against non-parametric alternatives. The test statist
ic is based on comparison of randomly weighted sum of squared residual
s of the parametric model and the sum of squared residuals from a seri
es-based non-parametric estimate of the model.