To detect and quantify these small differences, the power of statistical tools, such as clustering analysis, multidimensional scaling (MDS), principal component analysis (PCA), diversity index evaluation and regression analysis were evaluated. We chose to limit the analysis to bacterial groups that are known to be present in activated sludge systems, and for which specific 16S rRNA primers have been designed and published previously.