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SASInstitute A00-240 Exam Overview:
| Certification Vendor: | SAS Institute |
|---|---|
| Exam Name: | SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Exam |
| Exam Number: | A00-240 |
| Exam Price: | $180 USD (varies by region) |
| Certificate Validity Period: | 3 years |
| Related Certifications: | SAS Certified Advanced Programmer for SAS 9 SAS Certified Base Programmer for SAS 9 SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling |
| Passing Score: | Approximately 70% |
| Real Exam Qty: | 50-60 |
| Exam Format: | Multiple Choice, Computer-Based Exam (Proctored), Multiple Response |
| Exam Duration: | 120-135 |
| Available Languages: | English |
| Recommended Training: | SAS Regression and Modeling Training |
| Exam Registration: | SAS Certification Registration |
| Sample Questions: |  |
| Exam Way: | Computer-based proctored exam (online or test center) |
| Pre Condition: | Recommended: SAS Certified Base Programmer for SAS 9 or equivalent experience with SAS programming and statistical methods. |
| Official Syllabus URL: | https://www.sas.com/en_us/certification.html |
SASInstitute A00-240 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| ANOVA and General Linear Models | - One-way and multi-way ANOVA - GLM procedures in SAS |
| Multiple Regression | - Multicollinearity diagnostics - Interaction effects - Model building and selection |
| Simple Linear Regression | - Model assumptions and interpretation - Residual analysis - Estimation and inference |
| Logistic Regression | - Binary logistic regression - Model fit and diagnostics |
| Model Diagnostics and Validation | - Goodness-of-fit measures - Influence and leverage |
SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential Essentials: Try, Buy, Study
- ANOVA and General Linear Models ()
- Multiple Regression ()
- Logistic Regression ()
SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential Sample Questions:
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. 35%
- B. <0.01%
- C. 76%
- D. 65%
Correct Answer: C 🗳️
Refer to the exhibit.
Which conclusion is justified concerning Sales, comparing stores A, B, and C?
- A. Store B is significantly different from store C.
- B. Store C is significantly different from Store A.
- C. There is no significant difference between stores.
- D. Store B is significantly different from store A.
Correct Answer: D 🗳️
An analyst generates a model using the LOGISTIC procedure. They are now interested in getting the sensitivity and specificity statistics on a validation data set for a variety of cutoff values.
Which statement and option combination will generate these statistics?
- A. mode1 resp(event= '1') = gender region/outroc=roc;
- B. mode1 resp(event"1") = gender region/ out=roc;
- C. Score data=valid1 out=roc;
- D. Score data=valid1 outroc=roc;
Correct Answer: D 🗳️
Refer to the exhibit:
The box plot was used to analyze daily sales data following three different ad campaigns.
The business analyst concludes that one of the assumptions of ANOVA was violated.
Which assumption has been violated and why?
- A. Normality, because the interquartile ranges are different in different ad campaigns.
- B. Constant variance, because Prob > F < .0001.
- C. Normality, because Prob > F < .0001.
- D. Constant variance, because the interquartile ranges are different in different ad campaigns.
Correct Answer: D 🗳️
Given the following SAS data set TEST:
Which SAS program is NOT a correct way to create dummy variables?
- A. Option B
- B. Option A
- C. Option D
- D. Option C
Correct Answer: C 🗳️
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