CmpE 58E Design and Analysis of Experiments

Spring Semester

Ethem ALPAYDIN

Textbooks

1. [MR07] Douglas C Montgomery, George C Runger (2007). Applied Statistics and Probability for Engineers, 4th Edition, John Wiley and Sons.
2. [M05] Douglas C Montgomery (2005). Design and Analysis of Experiments, 6th Edition, John Wiley and Sons. Available at the bookstore.

Topics

1. Feb 25: [M05] Chap 1: Introduction and [MR07] Chap 7: Sampling Distributions and Point Estimation of Parameters
2. Mar 3, Murat: [MR07] Chap 8: Statistical Intervals for a Single Sample
3. Mar 10, Nuri: [MR07] Chap 9: Tests of Hypotheses for a Single Sample
4. Mar 17, Tekin: [MR07] Chap 10: Statistical Inference for Two Samples
5. Mar 24, Remzi: [M05] Chap 3: Experiments with a Single Factor: The Analysis of Variance
6. Mar 31, Akin: [M05] Chap 4: Randomized Blocks, Latin Squares, and Related Designs
7. Apr 7, Mehmet: [M05] Chap 5: Introduction to Factorial Designs
8. Apr 14, Sukru: [M05] Chap 6: The 2^k Factorial Designs
9. Apr 21, Murat: [M05] Chap 7: Blocking and Confounding in the 2^k Factorial Design
10. Apr 28: Spring break
11. May 5, Nuri: [M05] Chap 8: Two-Level Fractional Factorial Designs, Chap 9.1: The 3^k Factorial Design
12. May 12, Sukru: [M05] Chap 10: Fitting Regression Models and [MR07] Chap 12: Multiple Linear Regression

    Mehmet: [M05] Chap 11: Response Surface Methods and Design

13. May 19: National Holiday
14. May 26, Ozgur: [M05] Chap 12: Robust Parameter Design and Process Robustness Studies

    Akin: [M05] Chap 13: Experiments with Random Factors

Prerequisite by Topic