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Free SAS Statistical Business Analysis SAS9: Regression and Model A00-240 Exam Questions

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Question 1

Refer to the REG procedure output:

An analyst has selected this model as a champion because it shows better model fit than a competing model with more predictors.

Which statistic justifies this rationale?

Correct Answer: C. Adj R-Sq

Question 2

There are missing values in the input variables for a regression application.

Which SAS procedure provides a viable solution?

Correct Answer: C. STDI2E

Question 3

Identify the correct SAS program for fitting a multiple linear regression model with dependent variable (y) and four predictor variables (x1-x4).

Correct Answer: B. Option B

Question 4

Refer to the lift chart:

What does the reference line at lift = 1 corresponds to?

Correct Answer: B. The predicted lift if the entire population is scored as event cases

Question 5

Refer to the exhibit:

On the Gains Chart, what is the correct interpretation of the horizontal reference line?

Correct Answer: B. the probability of a false negative

Question 6

Given the following SAS data set TEST:

Which SAS program is NOT a correct way to create dummy variables?

Correct Answer: D. Option D

Question 7

A marketing manager attempts to determine those customers most likely to purchase additional products as the result of a nation-wide marketing campaign.

The manager possesses a historical dataset (CAMPAIGN) of a similar campaign from last year.

It has the following characteristics:

Target variable Respond (0, 1)

Continuous predictor Income

Categorical predictor Homeowner(Y, N)

Which SAS program performs this analysis?

Correct Answer: A. Option A

Question 8

The total modeling data has been split into training, validation, and test data.

What is the best data to use for model assessment?

Correct Answer: D. Validation data

Question 9

Refer to the lift chart:

At a depth of 0.1, Lift = 3.14. What does this mean?

Correct Answer: A. Selecting the top 10% of the population scored by the model should result in 3.14 times more events than a random draw of 10%.

Question 10

The selection criterion used in the forward selection method in the GLMSELECT procedure is:

Correct Answer: D. AIC