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Standard Error of the Slope in Regression

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In the context of regression analysis, which of the following correctly describes the standard error of the slope?

Parameter Estimate Std. Error
Slope (β\beta) 2.50 0.85
A

It measures the variability in the predictor variable xx.

B

It quantifies the average distance between the observed values and the regression line.

C

It gives the magnitude of the slope coefficient.

D

It represents the estimated standard deviation of the sampling distribution of the slope.

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