## CmpE
58E Design and Analysis of Experiments

### Spring Semester

### Ethem
ALPAYDIN

### Textbooks

**[MR07]** Douglas C Montgomery, George C Runger (2007). *Applied Statistics and Probability
for Engineers*, 4th Edition, John Wiley and Sons.
**[M09]** Douglas C Montgomery (2009). *Design and
Analysis of Experiments*, 7th Edition, John Wiley and Sons. Available
at the bookstore.

### Topics

- [M09] Chap 1: Introduction
- [MR07] Chap 7: Sampling Distributions and
Point Estimation of Parameters, Chap 8: Statistical Intervals for a Single
Sample +
- [MR07] Chap 9: Tests of Hypotheses for a
Single Sample, Chap 10: Statistical Inference for Two Samples
- [M09] Chap 3: Analysis of Variance
- [M09]
Chap 4: Experiments with Blocking Factors
- [M09]
Chap 5: Factorial Experiments
- [M09]
Chap 6: Two-Level Factorial Design
- [M09]
Chap 7: Blocking and Confounding in the 2^k Factorial Design (
*Project proposals due*)
- [M09]
Chap 8: Two-Level Fractional Factorial Designs
- [M09]
, Chap 9: The 3^k Factorial Design
- [M09]
Chap 10: Fitting Regression Models & Chap 11: Response Surface Methods
and Design
- [M09]
Chap 12: Robust Parameter Design and Process Robustness Studies
- [M09]
Chap 13: Experiments with Random Factors
- Project Presentations

### Prerequisite by Topic

Introductory
probability and statistics (CmpE 343 or equivalent)

*Last
modified on Mar 19, 2012.*