Design and Analysis of Experiments Using JMP 15
Exam Content Guide
Below we provide a list of the objectives that will be tested on the exam.
For more specific details about each objective download the complete exam content guide.
Create a DOE Plan - 40%
- Identify and define the critical responses to be measured for the experiment
- Identify and define the factors to be varied for the experiment
- Identify and implement factor constraints if necessary
- Identify terms to be included in the model
- Create a design with the appropriate design features
- Evaluate the performance of the design for estimation, testing, and prediction
Data Collection – 15%
- Enumerate the benefits of randomization, and identify the impact of a restriction on randomization
- Explain how replication can be used and overused and distinguish between replication and multiple measurements on the same experimental unit
- Determine blocking requirements (how the blocking variable influences the collection of your data)
- Evaluate measurement system signal to noise ratio
Analysis - 30%
- Select the best model
- Exploit the best model
- Fit separate or combine models for multiple responses
- Be able to use the profiler under the graph menu (prediction formulas)
Create the next Experiment - 15%
- Conduct verification to determine the need to augment an existing experiment
- Be able to augment a design (add runs) to address specific needs
- Under Augment Design, be able to define: replicate, add center points, add axial, fold over, augment
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