STEPS FOR CONDUCTING MULTIPLE LINEAR REGRESSION

However, nominal or ordinal-level IVs that have more than two values or categories (e.g., race) must be recoded prior to conducting the analysis because linear regression procedures can only handle interval or ratio-level IVs, and nominal or ordinal-level IVs with a maximum of two values (i.e., dichotomous). ................
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