SAS Cheat Sheet 2026

The 30 highest-yield SAS facts, distilled from real exam questions. Print it, save it as a PDF, or study it here — free, no sign-up.

1. A certified analyst's credential badge shows an expiration date. What is the correct action? → Review SAS's current policy for that credential and complete any listed renewal step
2. What quality assurance measure supports professional standards and ethics? → Regular self-assessment, peer review, and adherence to established standards
3. How can data inconsistencies affect the statistical analysis process? → They can lead to errors and misinterpretations of results
4. How does missing data impact statistical analysis? → It can skew results and lead to inaccurate conclusions
5. A confusion matrix shows TP=80, FN=20, FP=30, TN=870. What is the misclassification rate? → 5.0%
6. Which of the following is an example of a validation technique in software development? → User acceptance testing (UAT)
7. What is the foundational principle of professional standards and ethics in the Certified Statistical Analysis System Specialist field? → Maintaining competence, integrity, and service to stakeholders
8. In the PROC TABULATE TABLE statement, which operator nests one variable or statistic within another? → Asterisk (*)
9. Which statement about SAS 'Specialist' and 'Professional' credentials is accurate? → Professional credentials typically build on skills validated at the Specialist level
10. What does the 'INFILE' statement do in SAS? → It identifies the external file to read data from.
11. The BREAK statement in PROC REPORT with the SUMMARIZE option inserts a row that: → Contains summary statistics for the observations in each report group
12. Why is data normalization important in statistical analysis? → It standardizes data for meaningful comparisons
13. What is the primary goal of quality assurance (QA)? → To ensure the product meets quality standards during the production process
14. What is the foundational principle of industry best practices in the Certified Statistical Analysis System Specialist field? → Maintaining competence, integrity, and service to stakeholders
15. Which SAS resource publishes free technical papers and documentation that support self-directed continuing education? → SAS Support documentation and SAS Communities
16. What advantage does sharing a Credly SAS badge on LinkedIn provide? → Viewers can click through to verify the issuer and earning criteria
17. What quality assurance measure supports industry best practices? → Regular self-assessment, peer review, and adherence to established standards
18. How should challenges in safety and compliance be addressed? → Apply systematic problem-solving, seek expert guidance when needed, and document decisions
19. In the PROC TABULATE TABLE statement, which operator separates the row expression from the column expression? → Comma (,)
20. PROC LOGISTIC reports c = 0.80. What is the value of Somers' D? → 0.60
21. Which ODS destination produces Rich Text Format output that can be opened and edited in Microsoft Word? → ODS RTF
22. Which vendor delivers SAS certification exams at test centers and online proctoring? → Pearson VUE
23. In PROC REPORT, a spanning header over multiple adjacent columns is created by: → Enclosing column names in parentheses with a label in the COLUMN statement
24. What is the primary objective of data management in statistical analysis? → To ensure data integrity and accuracy
25. What does 'root cause analysis' aim to identify in a quality issue? → The underlying cause of the problem, allowing for permanent solutions.
26. In PROC REPORT, the DEFINE statement with the GROUP usage creates output where: → Observations with the same value are consolidated into one row
27. What quality assurance measure supports assessment and evaluation? → Regular self-assessment, peer review, and adherence to established standards
28. What quality assurance measure supports continuing education requirements? → Regular self-assessment, peer review, and adherence to established standards
29. What is the purpose of a 'DATA' step in SAS? → To create datasets and manipulate data.
30. What quality assurance measure supports applied methods and techniques? → Regular self-assessment, peer review, and adherence to established standards