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| Section | Weight | Objectives |
|---|---|---|
| Generate Reports and Output | 15–20% | - Create detail reports with PROC PRINT - Use Output Delivery System (ODS) options - Generate summary statistics with PROC FREQ, MEANS, UNIVARIATE - Customize reports: titles, footnotes, labels, formats |
| Access and Create Data Structures | 20–25% | - Import raw data files (delimited, Excel, etc.) - Define SAS libraries and reference data sets - Manage SAS dates, times, and informats/formats - Create temporary and permanent SAS data sets - Combine data sets: concatenate, merge, update |
| Error Handling | 15–20% | - Detect and resolve logical errors - Use debugging techniques and PUTLOG statements - Identify and correct syntax errors - Interpret SAS log messages |
| Manage Data | 35–40% | - Create and modify variables - Accumulate values and process BY groups - Conditional and iterative processing - Sort, subset, and group observations - Use SAS functions for character/numeric manipulation - Process data with DATA step |
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