In cases (c) and (d) a non-linear transformation of the data (think of plotting raw data on logarithmic axes, and then fitting a straight line) has to be done before the discriminant analysis takes place.This has the effect of allowing complex shapes, even closed curves, to be formed in the data space.Regression techniques are then
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