3
QuizMultiple Choice

Making Predictions from a Least-Squares Regression Line

Question 3 • DRHS GA-Statistical Reasoning

A popular board game manufacturer was interested in the relationship between the amount of time it takes to play a game and how well that game is rated among board game players. Information was collected on several board games, and was used to obtain the regression equation ŷ = 27.273x + 18.182, where x represents time it takes to play (in hours) and ŷ is the predicted rating of that game (in points). What is the predicted rating of a game that takes 90 minutes to play?

Answer
A
18.182 points
B
59.0915 points
C
90 points
D
2,472.752 points

Explanation

Convert 90 minutes to hours: 90 ÷ 60 = 1.5 hours. Substitute x = 1.5 into the regression equation: ŷ = 27.273(1.5) + 18.182 = 59.0915 points. The predicted rating is 59.0915 points, choice B.

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