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WGU Applied Algebra Exam - Topic 5 Question 3 Discussion

A researcher collected data on the number of large donations per year to a charitable organization. The results are shown in the scatterplot. A regression function is graphed with .What is the appropriate range of -values for extrapolation?
A) to
B) to
C) Extrapolation is not appropriate because .
D) Extrapolation is not appropriate because .

WGU Applied Algebra Exam - Topic 5 Question 3 Discussion

Actual exam question for WGU's Applied Algebra exam
Question #: 3
Topic #: 5
[All Applied Algebra Questions]

A researcher collected data on the number of large donations per year to a charitable organization. The results are shown in the scatterplot. A regression function is graphed with .

What is the appropriate range of -values for extrapolation?

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Suggested Answer: A

The scatterplot shows data collected over time, and a regression curve is used to model the pattern.

Extrapolation means using a model to make predictions slightly outside the observed data range. In Applied Algebra, extrapolation can be appropriate when:

and the predicted -values are not too far outside the observed data.

From the scatterplot, the data points appear to run approximately from:

So the observed data range is about:

A reasonable extrapolation range extends a little beyond the data, but not too far. The interval:

extends about 3 units beyond each side of the observed data, which is reasonable.

The interval:

extends much farther beyond the data and would be less reliable.

Also, does not have to equal exactly 1 for extrapolation to be useful. A value less than 1 can still represent a strong model.

Therefore, the correct answer is:


Contribute your Thoughts:

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Virgina
7 hours ago
I’m a bit confused about the options. I think C and D both mention that extrapolation isn't appropriate, but I can't recall the exact reasons.
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Penney
5 days ago
I feel like we had a practice question similar to this, and the answer was about the importance of staying within the data limits.
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Carlton
11 days ago
I think the range for extrapolation might be limited to the values shown in the scatterplot, but I’m not sure what those specific values are.
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Yoko
16 days ago
I remember we discussed how extrapolation can be risky if the data doesn't support it outside the observed range.
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