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SASInstitute A00-910 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Quality Methods | 20% | - Process capability assessment - Statistical Process Control (SPC) charts - Measurement System Analysis (MSA) |
| Statistical Thinking and Problem Solving | 10% | - Identify root causes and plan data collection - Define statistical thinking and problem-solving process - Create process maps and SIPOC diagrams |
| Design of Experiments | 10% | - Experiment planning and execution - DOE concepts vs. One-Factor-at-a-Time - Analysis and interpretation of results |
| Correlation and Regression | 20% | - Logistic regression - Multiple linear regression - Simple linear regression - Correlation analysis |
| Predictive Modeling and Text Mining | 5% | - Explanatory vs predictive modeling - Model validation and interpretation |
| Decision Making with Data | 15% | - Sample size determination - Hypothesis testing - Statistical intervals and confidence levels |
| Exploratory Data Analysis | 20% | - Data preparation and cleaning - Data visualization and exploration - Descriptive statistics and graphical summaries |
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