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SAS A00-240 Exam - Topic 3 Question 9 Discussion

Refer to the exhibit.Output from a multiple linear regression analysis is shown.What is the most appropriate statement concerning collinearity between the input variables?
C) Collinearity is not a problem since all Pr>|t| values are less than 0.05.
A) Collinearity is a problem since all variance inflation values are less than 10.
B) Collinearity is not a problem since all variance inflation values are less than 10.
D) Collinearity is a problem since all Pr>|t| values are less than 0.05.

SAS A00-240 Exam - Topic 3 Question 9 Discussion

Actual exam question for SAS's A00-240 exam
Question #: 9
Topic #: 3
[All A00-240 Questions]

Refer to the exhibit.

Output from a multiple linear regression analysis is shown.

What is the most appropriate statement concerning collinearity between the input variables?

Show Suggested Answer Hide Answer
Suggested Answer: C

by Keneth at May 07, 2022, 06:15 PM

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Fausto
10 months ago
Surprised that all VIFs are under 10 and it's still a concern!
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Melvin
10 months ago
I thought any VIF over 5 was a red flag, though?
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Brittni
11 months ago
Wait, how can collinearity be a problem with those Pr>|t| values?
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Elenor
11 months ago
Totally agree, B is the right choice!
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Norah
11 months ago
Collinearity isn't an issue if VIFs are under 10.
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Denise
11 months ago
I feel like option B makes sense since we learned that VIF values under 10 generally mean collinearity isn't a problem, but I hope I remember that correctly!
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Sherrell
11 months ago
I'm a bit confused about the Pr>|t| values. I thought lower values indicated significance, but I'm not clear on how they relate to collinearity.
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Cristen
11 months ago
I think I saw a similar question in our practice tests, and I believe if the VIF values are less than 10, collinearity isn't a concern.
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Leota
11 months ago
I remember we discussed that variance inflation factors over 10 indicate collinearity issues, but I'm not sure what it means when they're all under 10.
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Talia
11 months ago
Wait, I think only the Primary WFM server can act as a Locator. I'm going to go with option B to be safe.
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In
11 months ago
This question seems straightforward, I think the revalued amount is the fair value at the date of revaluation less accumulated depreciation and impairment.
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Noble
11 months ago
Okay, I think I've got it. The key is to choose the strategic scope that keeps the technology architecture in sync with the business as it changes over time.
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Cherry
12 months ago
Okay, let me think this through. The question is asking about the property that determines what appears in the default label, not the label text itself. I'm leaning towards option B, but I want to make sure I'm not missing something.
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