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SAS A00-240 Exam - Topic 2 Question 95 Discussion

Actual exam question for SAS's A00-240 exam
Question #: 95
Topic #: 2
[All A00-240 Questions]

Given the following output from the LOGISTIC procedure:

Which variables, among those that are statistically significant at an alpha of 0.05, have the greatest and least relative importance on the fitted model?

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Suggested Answer: C

by Hildred at Aug 23, 2024, 04:53 PM

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Levi
3 months ago
I’m not convinced about HOME being the least important.
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Ashton
3 months ago
DOWN_AMT being the greatest makes sense, it's a big factor.
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Willodean
4 months ago
Wait, why is CASH the least important? That seems off.
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Glory
4 months ago
Totally agree, MBAL is a key player here.
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Andra
4 months ago
Looks like MBAL has the greatest importance!
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Mozell
4 months ago
I believe the greatest importance is usually tied to the variable with the highest odds ratio. I think it might be MBAL, but I need to double-check that.
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Ashleigh
4 months ago
I feel a bit confused about the least important variable. Was it CASH or HOME? I can't quite remember which one we said was less significant.
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Elenore
5 months ago
I think we had a practice question similar to this, and I recall that DOWN_AMT was often highlighted as important. Maybe it's the greatest here too?
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Dortha
5 months ago
I remember that we discussed how to identify the most significant variables in logistic regression, but I'm not sure if it's MBAL or DOWN_AMT that's the greatest.
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Marshall
5 months ago
I'm a bit confused by the output format. I'll need to make sure I understand how to interpret the results before I can confidently answer this question.
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Ronny
5 months ago
Okay, I see the p-values for each variable. I think I can use those to identify the statistically significant ones at the 0.05 level, and then compare the coefficient magnitudes to determine the relative importance.
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Oliva
5 months ago
Hmm, this looks like a tricky one. I'll need to carefully examine the output and think through the significance levels to determine the variables with the greatest and least relative importance.
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Cristy
5 months ago
The key here is to focus on the variables that are statistically significant at the 0.05 level. From there, I can compare the coefficient values to determine which has the greatest and least relative importance.
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Arlene
5 months ago
Hmm, I'm a bit unsure about this one. The options seem pretty similar, and I'm not entirely sure which one is the primary objective. I'll have to think it through carefully.
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Shenika
1 year ago
Anyone else feel like they're just playing a game of logistic regression Mad Libs here? Greatest, least, who cares! I'm just gonna put in random variables and see what happens. Shake things up, that's my motto!
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Quentin
1 year ago
I'm with Isidra on this one. Shaking things up is the way to go. But I'm gonna swap it - greatest is HOME, least is DOWN_AMT. Gotta keep 'em guessing!
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Isidra
1 year ago
Ha, this is a tough one! I'm gonna go with option D just to be different. Greatest is DOWN_AMT, least is HOME. Why not, right? Gotta keep the exam folks on their toes!
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Johana
1 year ago
I'm not sure about this one, but I'll go with option B. Greatest is MBA and least is CASH.
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Elke
1 year ago
I agree with you on option D. Greatest is DOWN_AMT and least is HOME.
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Cammy
1 year ago
I'm leaning towards option C. Greatest is DOWN_AMT and least is CASH.
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Antonio
1 year ago
I think option A is the correct one. Greatest is MBA and least is DOWN_AMT.
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Lisandra
1 year ago
Yeah, I agree. It's always good to think outside the box when answering questions like this.
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Bulah
1 year ago
I think option D is a good choice. DOWN_AMT seems to have the greatest importance on the model.
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Xenia
2 years ago
Hmm, I'm not so sure. The p-values for both MBA and DOWN_AMT seem pretty low, so they could both be significant. I'm leaning towards option B - greatest is MBA, least is CASH.
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Patria
1 year ago
I think CASH might have the least importance based on the output.
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Eliseo
1 year ago
I agree, MBA does seem to have a significant impact.
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Shayne
2 years ago
I see your point, Daron. It's important to carefully consider the significance of each variable in the model.
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Jaime
2 years ago
The output looks pretty straightforward. I think the greatest variable is MBA and the least is DOWN_AMT. Easy choice, option A is the way to go.
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Huey
1 year ago
DOWN_AMT being the least significant variable is also evident from the output.
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Johnetta
1 year ago
The output does make it clear that MBA has the greatest importance.
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Bev
2 years ago
I agree, option A seems to be the correct choice.
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Daron
2 years ago
I disagree, I think the answer is C) Greatest: DOWN_AMT, Least: CASH. DOWN_AMT has the greatest relative importance and CASH has the least.
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Hailey
2 years ago
I believe the answer is A) Greatest: MBA, Least: DOWN_AMT. MBA has the greatest relative importance and DOWN_AMT has the least.
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Shayne
2 years ago
I think the question is asking about the variables with the greatest and least relative importance on the fitted model.
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