What does it mean if the slope is zero
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If the slope is zero in a regression analysis, it means there is no relationship between the independent variable (the predictor) and the dependent variable (the outcome). In simple terms, as the independent variable changes, the dependent variable stays the same. This suggests that the independent variable has no effect on the dependent variable, and the line representing the relationship would be completely flat.
A slope of zero indicates that there is no linear relationship between the independent and dependent variables.