2
QuizMultiple Choice

Topic Test

Question 2 • CARE_24_25_TX-Mathematical Models with Applications B

What are some limitations in using a line of best fit drawn on a scatter plot to make predictions?

Answer
A
There may be too much information given on the scatter plot.
B
The line may represent a negative or positive correlation.
C
It is possible to draw different lines to approximate the same data. The line of best fit is only an estimate.
D
The axes of the scatter plot may be labeled incorrectly.

Explanation

A line of best fit approximates the overall pattern in the plotted data; it does not necessarily pass through every point. Different reasonable lines may fit the same scatter plot, so predictions based on the line are estimates rather than exact values. Therefore, the correct choice is “It is possible to draw different lines to approximate the same data. The line of best fit is only an estimate.”

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