Type of Credit: Elective
Credit(s)
Number of Students
This course introduces the fundamental concepts of experimental design and statistical methods for analyzing experimental data. Topics covered include completely randomized designs, randomized block designs, Latin square designs, analysis of covariance, etc. The course will be conducted through lectures on theoretical foundations and methods, students will use computer programs to analyze data from designed experiments.
能力項目說明
Upon completing this course, students should be able to:
| 教學週次Course Week | 彈性補充教學週次Flexible Supplemental Instruction Week | 彈性補充教學類別Flexible Supplemental Instruction Type |
|---|---|---|
Week 1-2 Basic concept, review of statistical inference
Week 2-3 Randomized blocks, latin Squares, and related designs
Week 4 Introduction to factorial designs
Week 5-8 The factorial design and its confounding with blocks
Week 9 Midterm
Week 10-12 Two-level fractional factorial designs
Week 13-14 Response surface methodology
Week 14-15 Robust parameter design and process robustness studies
Week 16 Final Exam
The schedule may be subject to change.
Quiz 20%
Homework 30%
Midterm 25%
Final Exam 25%
Design and Analysis of Experiments (8th edition) by Douglas C. Montgomery
| 書名 Book Title | 作者 Author | 出版年 Publish Year | 出版者 Publisher | ISBN | 館藏來源* | 備註 Note |
|---|