Exam Name: Design and Analysis of Experiments using JMP 14
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SASInstitute A00-909 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Collection | 15% | - Determine blocking requirements - Benefits and impact of randomization - Evaluate measurement system signal to noise ratio - Replication vs multiple measurements |
| Topic 2: Create a DOE Plan | 40% | - Select terms to include in the model - Create a design with appropriate features - Identify and define factors to vary in the experiment - Identify and implement factor constraints - Identify and define critical responses to be measured - Evaluate design performance for estimation, testing, prediction |
| Topic 3: Create the next Experiment | 15% | - Conduct verification to determine augmentation need - Augment a design and define replicate, center points, axial, fold over |
| Topic 4: Analysis | 30% | - Fit separate or combined models for multiple responses - Exploit the best model - Select the best model - Use profiler under graph menu for prediction formulas |
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