This course covers advanced topics in experimental design and analysis. It provides the research student with the essential tools for design different types of experiments from the statistical point of view. These tools are vital to give the test results the required confidence and make it comparable.
Doctor of Philosophy (PhD) in Mechanical Engineering
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| content serial | Description |
|---|---|
| 1 | Introduction and revision for the basics of probability and statistical methods |
| 2 | Randomization and Design |
| 3 | One-way ANOVA |
| 4 | Threats to experiments |
| 5 | Linear Regression |
| 6 | Analysis of Covariance |
| 7 | Two-way ANOVA , 7Th week evaluation |
| 8 | Two-way ANOVA |
| 9 | Statistical Power |
| 10 | Factorial Analysis |
| 11 | Factorial Analysis |
| 12 | Two-way ANOVA, 12th week Evaluation |
| 13 | Accelerated life test designs |
| 14 | Nonlinear designs |
| 15 | Taguchi Designs |
| 16 | Final |
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