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1. Accessing Data

• Use various components of an INPUT statement to process raw data files including column and line pointer controls, and trailing @ controls.
• Combine SAS data sets.
• Access an Excel workbook.
• Use FORMATTED and LIST input to read raw data files.
• Use INFILE statement options to control processing when reading raw data files.

2. Creating Data Structures

• Export data to create standard and comma-delimited raw data files.
• Control which observations and variables in a SAS data set are processed and output.
• Create and manipulate SAS date values.
• Create temporary and permanent SAS data sets.

3. Managing Data

• Investigate SAS data libraries using base SAS utility procedures.
• Use assignment statements in the DATA step.
• Sort observations in a SAS data set.
• Validate and clean data.
• Use SAS functions to convert character data to numeric and vice versa.
• Use SAS functions to manipulate character data, numeric data, and SAS date values.
• Accumulate sub-totals and totals using DATA step statements.
• Modify variable attributes using options and statements in the DATA step.
• Process data using SAS arrays.
• Conditionally execute SAS statements.
• Process data using DO LOOPS.

4. Generating Reports

• Generate list reports using the PRINT procedure.
• Generate reports using ODS statements.
• Generate summary reports and frequency tables using base SAS procedures.
• Enhance reports through the use of user-defined formats, titles, footnotes and SAS System reporting.

5. Handling Errors

• Identify and resolve programming logic errors.
• Examine and resolve data errors.
• Recognize and correct syntax errors.

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

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