What information can a data analyst use to evaluate how much information about group membership is contributed

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What information can a data analyst use to evaluate how much information about group membership is contributed by each individual variable? Be sure to distinguish between procedures that examine variables in isolation and procedures that take correlations among predictor variables into account.
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