DESIGN AND ANALYSIS OF EXPERIMENTS (4 Credits)

Learning Outcomes:

On successful completion of this course, student will be able to: Describe statistical concepts for design of experiment; Construct experimental design related to the problem; Interpret the result of statistical calculation which applied in the design of experiment.

Topics:

1. Introduction to Experimentation;
2. Simple Comparative Experiments;
3. Experiments with a Single Factor: The Analysis of Variance;
4. Randomized Blocks, Latin Squares, and Related Designs;
5. The Factorial Designs;
6. Blocking and Confounding;
7. Two-Level Fractional Factorial Designs;
8. Nested and Split-Plot Designs.