However, the variability of daily errors was mostly smaller and the shapes of the modelled distributions were closer to the observed distributions in point-wise MLR than in EOF-based MLR. Furthermore, several data transformations were analysed in preliminary tests to account for daily precipitation's non-normal distribution and nonlinear predictors-predictand relationship (Wilks, 1995; Kidson and