STAT 503: Design of Experiments
This course is currently under development and is scheduled to be offered in the Fall semester, 2008.
Course Overview
This graduate level course covers the following topics:
- Introduction - Design Principles
- Simple Comparative Experiments
- Single Factor experiments
- Randomized Blocks, Latin Square Designs and extensions
- Introduction to Factorial Designs
- Two level, 2k, Designs
- Confounding and Blocking in 2k Designs
- 2-level Fractional Factorial Designs
- 3-level and Mixed-level Factorials and Fractional Factorials
- Regression models
- Response Surface Methodology
- Robust Parameter Designs
- Random and Mixed Effects Models
- Nested and Split Plot and Strip Plot Designs
- Repeated Measures Designs, unbablanced AOV and ANCOVA
Course Author
Dr. James Rosenberger is the course author.
