Does nonparametric ANOVA correct the limitations of its parametric counterpart?
The only difference between nonparametric and parametric ANOVA is that the nonparametric ANOVA does not assume a specific distributional form for the concentration measurements whereas the parametric ANOVA assumes normality. Both models assume independence of the measurements and homogeneity of variance and both models are severely compromised by spatial variability.