qBased on the previous analysis, we wish to use predictors that are independent of each other qThe desire for independent predictors is part of the motivation for Empirical Orthogonal Function (EOF) analysis. qEOF attempts to find a relatively small number of  independent quantities which convey as much of the original information as possible without redundancy.