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Ambiguity surrounds any importance measure in cases in which predictor variables are correlated. However, a new measure is proposed that has attractive properties, such as providing individual contributions that are both non-negative and sum to R2. The new measure is compared with four other commonly used measures and its advantages over each of them are pointed out.
Green et al. (1978) studied this question.