Business Analytics Quiz
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PREDICTIVE MODELING
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A pricing analyst fits a linear multiple regression of demand on price, advertising, and competitor price. After controlling for advertising and competitor price, residuals for very low and very high prices are mostly negative, while residuals for middle prices are mostly positive. This pattern repeats in both training and validation data.
Which model revision most directly addresses the indicated problem while retaining the existing controls?
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