If the confidence interval for the regression slope includes zero, we would have some evidence that þ could be equal to zero, which would indicate that there may not be a relationship between the dependent and independent variables.

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If the confidence interval for the regression slope includes zero, it suggests that the true slope could be zero, indicating a lack of significant relationship between the dependent and independent variables.

If the Confidence Interval for the Regression Slope Includes Zero