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Interpreting Linear Regression Components

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I. The scatterplot provided displays a clear linear trend, supporting the linearity assumption of the regression model.

II. The residuals plot for this data would most likely show a random scatter around zero if the model is appropriate.

III. The equation y=2∗x+3y=2*x+3 implies that for every unit increase in xx, yy increases by 2 units.

Which of these statements are true based on the scatterplot and the fitted regression line?

A

I and II only

B

I only

C

I, II, and III

D

II and III only

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