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  • Exam Name: SAS Statistical Business Analysis SAS9: Regression and Model
  • Last Update: 24-Apr-2024
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A00-240 Questions and Answers

Question # 1

Refer to the following odds ratio table:

A00-240 question answer

What is a correct interpretation of the estimate?

A.

The odds of the event are 1.142 greater for each one dollar increase in salary.

B.

The odds of the event are 1.142 greater for each one thousand dollar increase in salary.

C.

The probability of the event is 1.142 greater for each one dollar increase in salary.

D.

The probability of the event is 1.142 greater for each one thousand dollar increase in salary.

Question # 2

Consider scoring new observations in the SCORE procedure versus the SCORE statement in the LOGISTIC procedure.

Which statement is true?

A.

The SCORE statement in the LOGISTIC procedure returns only predicted probabilities, whereas the SCORE procedure returns only predicted logits.

B.

The SCORE statement in the LOGISTIC procedure returns only predicted logits, whereas the SCORE procedure returns only predicted probabilities.

C.

Unlike the SCORE procedure, the SCORE statement in the LOGISTIC procedure produces both predicted probabilities and predicted logits.

D.

The SCORE procedure and the SCORE statement in the LOGISTIC procedure produce the same output.

Question # 3

An analyst knows that the categorical predictor, storeId, is an important predictor of the target.

However, store_Id has too many levels to be a feasible predictor in the model. The analyst wants to combine stores and treat them as members of the same class level.

What are the two most effective ways to address the problem? (Choose two.)

A.

Eliminate store_id as a predictor in the model because it has too many levels to be feasible.

B.

Cluster by using Greenacre's method to combine stores that are similar.

C.

Use subject matter expertise to combine stores that are similar.

D.

Randomly combine the stores into five groups to keep the stochastic variation among the observations intact.

Question # 4

Refer to the exhibit:

A00-240 question answer

Which statement is true, based on the plots above?

A.

Approximately twice as many customers with the top ten percent of predicted probabilities are expected to have a positive versus negative event.

B.

Approximately ten percent of a randomly selected subset of twenty percent of the customers are expected to have a positive event.

C.

Approximately twenty percent of the customers with a predicted score of 3 have a positive predicted class.

D.

Approximately ten percent of those customers with the top twenty percent of predicted probabilities are expected to have a positive event.

Question # 5

This question will ask you to provide a missing option.

Complete the following syntax to test the homogeneity of variance assumption in the GLM procedure:

means Region / =levene ;

A.

test

B.

adjust

C.

var

D.

hovtest

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