An introduction to Multiple Regression
We choose predictor variables based on theory, prior research, and on our experience. Some predictor variables (independent variables) are more important than others, that is, they have a stronger relationship to what is being predicted (the dependent variable). We might also say that they explain more of the variance in the dependent variable. ................
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