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SAS Global Certification program
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SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential –
The Statistical Business Analyst credential is appropriate for professionals who solve business problems by performing statistical analyses and predictive
modeling using SAS/STAT software. |
SAS statistical software enables companies to learn from, utilize, and improve on knowledge gained from vast stores of data. The SAS Certified Statistical
Business Analyst Using SAS 9: Regression and Modeling credential is designed for SAS professionals that use SAS/STAT software to conduct and interpret
complex statistical data analysis. The credential focuses on linear and logistic regression techniques used to create predictive models. A thorough
understanding of fundamental statistics is also important.
A candidate for this exam should have experience in
A candidate for this exam should have experience in
- analysis of variance
- linear and logistic regression
- preparing inputs for predictive models
- measuring model performance.
To earn this credential, you must pass the SAS Statistical Business Analysis Using SAS 9: Regression and Modeling exam.
Required Exam
Candidates who earn this credential will have earned a passing score on the SAS Statistical Business Analysis Using SAS 9: Regression and Modeling exam. This exam is administered by SAS and Pearson VUE.- 60 scored multiple-choice and short-answer questions (must achieve score of 68% correct to pass)
- In addition to the 60 scored items, there may be up to 5 unscored items.
- 2 hours to complete exam
- Use exam ID A00-240; required when registering with Pearson VUE.
Exam topics include:
ANOVA- Verify the assumptions of ANOVA
- Analyze differences between population means using the GLM and TTEST procedures
- Perform ANOVA post hoc test to evaluate treatment effect
- Detect and analyze interactions between factors
- Fit a multiple linear regression model using the REG and GLM procedures
- Analyze the output of the REG procedure for multiple linear regression models
- Use the REG procedure to perform model selection
- Assess the validity of a given regression model through the use of diagnostic and residual analysis
- Perform logistic regression with the LOGISTIC procedure
- Optimize model performance through input selection
- Interpret the output of the LOGISTIC procedure
- Score new data sets using the LOGISTIC and SCORE procedures
- Identify potential problems with input data
- Use the DATA step to manipulate data with loops, arrays, conditional statements and functions
- Reduce the number of categorical levels in a predictive model
- Screen variables for irrelevance using the CORR procedure
- Screen variables for non-linearity using empirical logit plots
- Apply the principles of honest assessment to model performance measurement
- Assess classifier performance using the confusion matrix
- Model selection and validation using training and validation data
- Create and interpret graphs (ROC, lift, and gains charts) for model comparison and selection
- Establish effective decision cut-off values for scoring
The recommended preparation for the SAS Statistical Business Analysis Using SAS 9: Regression and Modeling exam are based on
Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression
and Predictive Modeling Using Logistic Regression courses. While no exam
questions will be drawn verbatim from the courses or course exercises, these courses will provide candidates with a foundation from which to apply the
knowledge and skills necessary for the exam.
Experience is a critical component to becoming a SAS Certified Professional.
Experience is a critical component to becoming a SAS Certified Professional.
View the sample questions for this exam.
For more information
Contact the SAS Global Certification Program at certification@sas.com or 800-333-7660.Registration Options:
- Online
Visit www.pearsonvue.com/sas. Follow these easy steps once on the site:- Attention first-time users:
You must create a new Web account within Pearson VUE before you can schedule a SAS exam. This can take up to two business days based on information provided to produce your username and password needed for exam registration. - Returning users:
If you have previously taken a test with Pearson VUE and created a Web account, but do not remember your sign-in information, there are links within Pearson VUE to help obtain this information.
- Attention first-time users:
- Telephone
To register by phone, visit www.pearsonvue.com/sas and select the 'Schedule By Phone'. Numbers for your location will be provided.
Testing Locations
Register with Pearson VUE as indicated above.For SAS-sponsored US testing, visit SAS-sponsored Testing Events in the US.
Exam Pricing
Within North America and India, the fees associated with an exam offered through Pearson VUE is $180 USD.Certification exam prices are subject to change. In some countries, different pricing and additional taxes may apply. Please visit www.pearsonvue.com/sas for exam pricing in your country.
Cancellation Policy
- To cancel or reschedule your test appointment, visit www.pearsonvue.com/sas and select 'Cancel a Test' or 'Reschedule a Test.' Tests must be canceled more than 24 hours before the scheduled exam appointment time. Canceling with less than 24 hours' notice will forfeit your exam fee.
- Customers who do not appear for a scheduled exam forfeit the full exam fee. If the exam fee was paid with a voucher, the voucher number will be invalidated and unavailable for future use.
Retake Policy
Candidates may attempt each certification exam up to five times in a 12-month period, waiting a minimum of 14 days between attempts. Exam charges are incurred for each exam attempt. Exams that do not comply with this retake policy will be considered invalid and will not be eligible for refund and/or a certification credential. Once a passing score is achieved on a specific exam, no further attempts are allowed on that exam.Candidate Agreement
Candidates are encouraged to review the SAS Institute Inc. Global Certification Program Candidate Agreement prior to their exam day.
What to bring: Certification candidates are required to provide two forms of identification to the testing center,
including one photo identification such as a driver's license or a valid passport. Both forms must display the candidate's
signature.
Arriving at the test center: Candidates should plan to arrive 15 minutes before their scheduled exam time. Candidates arriving more than 15 minutes late are not guaranteed exam availability or a refund.
Reference materials: To maintain the security of the test environment, candidates are not permitted to bring reference materials of any kind into the testing center.
Personal items: The only items allowed in the testing area are your identification. Please leave any backpacks, laptops, briefcases and other personal items at home. If you have personal items that cannot be left behind (such as purses), the testing center may have lockers available for use. No cameras, cell phones, audio players, or other electronic devices are allowed during exam sessions. Please refer to Pearson VUE Candidate Rules Agreement for more information.
All notes will be collected at the end of testing and no material may be removed from the testing event.
Arriving at the test center: Candidates should plan to arrive 15 minutes before their scheduled exam time. Candidates arriving more than 15 minutes late are not guaranteed exam availability or a refund.
Reference materials: To maintain the security of the test environment, candidates are not permitted to bring reference materials of any kind into the testing center.
Personal items: The only items allowed in the testing area are your identification. Please leave any backpacks, laptops, briefcases and other personal items at home. If you have personal items that cannot be left behind (such as purses), the testing center may have lockers available for use. No cameras, cell phones, audio players, or other electronic devices are allowed during exam sessions. Please refer to Pearson VUE Candidate Rules Agreement for more information.
All notes will be collected at the end of testing and no material may be removed from the testing event.
