Multiple regression may be used as a screening device in the sense that it may be used to reduce large numbers of potential independent variables in order to spot those that are most salient for the dependent variable.

Question

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Multiple regression can be used to identify which independent variables have a significant relationship with the dependent variable, allowing researchers to focus on those variables in further analysis and potentially eliminating variables that are not as important.

Multiple Regression May Be Used as a Screening Device in the Sense