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SASInstitute A00-226 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Experimentation and Incremental Response Models | 20% | - Role of experiments in business decision-making - Experimental design concepts and terminology - Incremental response modeling principles - Using Incremental Response node in SAS Enterprise Miner |
| Optimization | 20% | - Linear programming optimization - Using SAS/OR procedures for optimization - Formulating and solving optimization problems - Nonlinear programming optimization |
| Time Series | 30% | - Exponential Smoothing models - Model fitting, diagnosis, and interpretation - Identify time series characteristics and components - Unobserved Components models - ARIMAX models |
| Text Analytics | 30% | - Text preprocessing and feature creation - Text parsing and quantification - Predictive modeling on text data - Using High-Performance Text Miner node |
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