Design and Analysis of Experiments

Learning Outcomes

On successful completion of this course, student will be able to: Create of experiment design, Analyze data using the statistics, Interpret the result of data analysis.

Topics

1. Introduction
2. Simple Comparative Experiments
3. Experiments with A Single Factor: The Analysis of Variance
4. Randomized Blocks
5. Latin Squares and Related Designs
6. Factorial Designs
7. The 2k Factorial Design
8. Blocking and Confounding in The 2k Factorial Design
9. Two Level Fractional Factorial Designs
10. Three Level and Mixed Level Factorial and Fractional Factorial Designs
11. Nested and Split-Plot Designs