APFIVE Standard Error of the Slope in Regression
Which of the following correctly describes the meaning of the standard error of the slope in regression analysis?
| Parameter | Estimate | Std. Error |
|---|---|---|
| Slope (\(\beta\)) | 2.50 | 0.85 |
A
It measures the variability in the predictor variable $$x$$.
B
It represents the estimated standard deviation of the sampling distribution of the slope.
C
It gives the magnitude of the slope coefficient.
D
It quantifies the average distance between the observed values and the regression line.
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