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Last Updated: Oct 03, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Quality Methods | 20% | - Process capability assessment - Measurement System Analysis (MSA) - Statistical Process Control (SPC) charts |
| Correlation and Regression | 20% | - Simple linear regression - Correlation analysis - Logistic regression - Multiple linear regression |
| Decision Making with Data | 15% | - Hypothesis testing - Statistical intervals and confidence levels - Sample size determination |
| Exploratory Data Analysis | 20% | - Data preparation and cleaning - Data visualization and exploration - Descriptive statistics and graphical summaries |
| Design of Experiments | 10% | - DOE concepts vs. One-Factor-at-a-Time - Experiment planning and execution - Analysis and interpretation of results |
| Statistical Thinking and Problem Solving | 10% | - Create process maps and SIPOC diagrams - Define statistical thinking and problem-solving process - Identify root causes and plan data collection |
| Predictive Modeling and Text Mining | 5% | - Explanatory vs predictive modeling - Model validation and interpretation |
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