| preferred AP College board partner for AP classes
AP Statistics/Unit 2: Exploring Two-Variable Data
Start Practice TestPractice Test
About Exam
medium Solved by 1 students
Effect of Rescaling on Regression Slope
< Prev
Next >

In a study examining the effect of the number of close friends on evening Facebook checks, a researcher uses the regression equation
$$\hat{y} = -1.73 + 0.5492*x$$
to predict Facebook checks. After rescaling the variable x by multiplying all values by 10, the researcher claims that the regression slope remains 0.5492. What mistake did the researcher make?

A

They inverted the regression equation, so actually the intercept would change instead of the slope.

B

They overlooked that scaling the predictor variable changes its standard deviation, which in turn alters the slope; the new slope should be 0.5492 divided by 10.

C

They mistakenly assumed that the correlation coefficient is affected by scaling, when it should remain unchanged.

D

No mistake was made; the regression slope is invariant under rescaling of the predictor variable.

Hint
Did You Know?
Explain Why
Explain All Answers
Check Answer
Show Correct Answer
Report Question

Question Leaderboard

Not enough data yet to show leaderboard.

No comments yet. Be the first to comment!

AI Tutor

How can I help?

APFIVE © 2020.
Email: [email protected]|Privacy Policy