SASInstitute A00-231 : SAS 9.4 Base Programming - Performance-based exam

  • Exam Code: A00-231
  • Exam Name: SAS 9.4 Base Programming - Performance-based exam
  • Updated: Oct 23, 2026     Q & A: 298 Questions and Answers

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The certification is designed for IT professionals who work in the development or administration of SAS Base Programming, which is a proprietary programming language used in statistical analysis and data management. Testers and programmers who master this language can design, develop and implement advanced business solutions that increase productivity and efficiency. SAS Base Programming specialists must possess an advanced level of knowledge about programming concepts, design patterns, implementations and standards. They must also understand how to create software and services using SAS Base Programming that are secure, reliable, scalable and maintainable over time.

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Know what topics are covered in the SAS Institute A00-231 Exam

  • Generate Reports and Output: 15-20%

  • Access and Create Data Structures: 20-25%

  • Manage Data: 35-40%

  • Error Handling: 15-20%

Reference: https://www.sas.com/en_us/certification/credentials/foundation-tools/base-programming-specialist.html#exam-details

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SASInstitute A00-231 Exam Syllabus Topics:

SectionWeightObjectives
Error Handling and Debugging10-15%- Identify and correct logic errors
  • 1. Analyze log messages to correct program logic
- Detect and correct syntax errors
  • 1. Identify and resolve common programming errors
  • 2. Use PUTLOG for debugging
Access and Create Data Structures20-25%- Access data
  • 1. Access data through PROC SQL
  • 2. Access data via ODBC or SAS/ACCESS
- Investigate SAS data libraries using base SAS utility procedures
  • 1. Use the PRINT procedure to examine data
  • 2. Use the CONTENTS procedure to examine SAS data sets
- Create temporary and permanent SAS data sets
  • 1. Create and manipulate SAS date values
  • 2. Understand and use DATA step processing
  • 3. Control which observations and variables in a SAS data set are processed and output
Manage Data25-30%- Input data
  • 1. Read raw data using list input
  • 2. Control the processing of raw data files
  • 3. Read raw data using column and formatted input
- Combine data sets
  • 1. Concatenate data sets
  • 2. Merge data sets conditionally using IN= data set option
  • 3. Merge data sets one-to-one and one-to-many
- Summarize data
  • 1. Use SAS procedures to summarize data (e.g., PROC MEANS, PROC FREQ)
SAS Data Management and Navigation15-20%- Manage SAS data sets
  • 1. Sort observations in a SAS data set using the SORT procedure
  • 2. Format variable values using PROC FORMAT
- Navigate the SAS environment
  • 1. Navigate SAS libraries
  • 2. Use SAS windows and menus
Generate Reports and Output15-20%- Generate summary reports and frequency tables
  • 1. Create frequency tables using PROC FREQ
  • 2. Create summary statistics using PROC MEANS/SUMMARY
- Generate list reports using the PRINT procedure
  • 1. Customize report appearance using options (e.g., LABEL, FORMAT)
- Enhance reports
  • 1. Use ODS destinations for output
  • 2. Export data to various formats (CSV, Excel)

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