“…A recent survey of approaches for constructing indices (Bierman et al, 2011) cite the techniques of cluster analysis (Hargiss et al, 2008;Khalil et al, 2010;Styers et al, 2010), principal components analysis, factor analysis (Blocksom and Johnson, 2009;Leunda et al, 2009;Liou et al, 2004;Ou et al, 2010;Tran et al, 2010), discriminant analysis (Feio et al, 2009;Kane et al, 2009), and fuzzy logic (Ghosh and Mujumdar, 2010). This work has been extended to include errors in measurement of the constituent variables used to construct the water quality index (Beamonte Córdoba et al, 2010;Castoldi et al, 2009;Ghosh and Mujumdar, 2010;Sin et al, 2009;Taheriyoun et al, 2010).…”