Independent Predictors
q Based on the previous analysis, we wish to use predictors
that are independent of each other
     è r12 = 0
     è minimum useful correlation = 0.
q The worst predictors are r12 = 1.0
q The desire for independent predictors is part of the
motivation for Empirical Orthogonal Function (EOF)
analysis.
q EOF attempts to find a relatively small number of
independent quantities which convey as much of the
original information as possible without redundancy.