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SASInstitute A00-240 Certification Exam tests the candidate's ability to use SAS software to analyze and interpret data, create and evaluate predictive models, and communicate results effectively. A00-240 exam consists of 70 multiple-choice and short-answer questions, which must be completed within 2 hours and 15 minutes. Candidates are required to have a solid understanding of statistical concepts and techniques, as well as proficiency in using SAS software for data analysis and modeling.

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Predictive Modeling Using Logistic Regression Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression

SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential Sample Questions (Q25-Q30):

NEW QUESTION # 25
This question will ask you to provide missing code segments.
A logistic regression model was fit on a data set where 40% of the outcomes were events (TARGET=1)
and 60% were non-events (TARGET=0). The analyst knows that the population where the model will be
deployed has 5% events and 95% non-events. The analyst also knows that the company's profit margin for
correctly targeted events is nine times higher than the company's loss for incorrectly targeted non-event.
Given the following SAS program:

What X and Y values should be added to the program to correctly score the data?

A. X=40, Y=10
B. X=.05, Y=10
C. X=.05, Y=.40
D. X=.10.Y=05

Answer: B

NEW QUESTION # 26
A company has branch offices in eight regions. Customers within each region are classified as either "High Value" or "Medium Value" and are coded using the variable name VALUE. In the last year, the total amount of purchases per customer is used as the response variable.
Suppose there is a significant interaction between REGION and VALUE. What can you conclude?

A. The difference between average purchases for medium and high value customers depends on the region.
B. More high value customers are found in some regions than others.
C. Regions with higher average purchases have more medium value customers.
D. Regions with higher average purchases have more high value customers.

Answer: A

Explanation:
Explanation/Reference:

NEW QUESTION # 27
Given the following SAS data set TEST:

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

A. Option C
B. Option D
C. Option A
D. Option B

Answer: B

NEW QUESTION # 28
Select the equivalent LOGISTIC procedure model statements. (Choose two.)

A. Mode1 Purchase * Gender Age Region;
B. Mode1 Purchase * Gender | Age | Region;
C. Mode1 Purchase * Gender|Age|Region @1;
D. Mode1 Purchase * Gender|Age|Region @2;

Answer: A,C

NEW QUESTION # 29
Customers were surveyed to assess their intent to purchase a product. An analyst divided the customers into groups defined by the company's pre-assigned market segments and tested for difference in the customers' average intent to purchase. The following is the output from the GLM procedure:

What percentage of customers' intent to purchase is explained by market segment?
Click the calculator button to display a calculator if needed.

A. 76%
B. 65%
C. 35%
D. <0.01%

Answer: A

NEW QUESTION # 30
......

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