實驗設計
Experimental Design
| 節 | 週二 |
|---|---|
5 13:20–14:10 | 實驗設計 MB414（光復） 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 根據陽明交大上課時間表所列
In this course, we use mathematical and statistical models to design experiments and understand cause-and-effect relationships in a system.
Calculus, linear algebra, Statistics
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Participation5%, Homework 45%, Midterm Exam 25%, Final Exam 25%
Simple Comparative Experiments
Experiments with a Single Factor : The Analysis of Variance
More about Single-Factor Experiments
Randomized Blocks, Latin Squares, and Related Designs 6. Introduction to Factorial Designs
The 2k Factorial Design
Blocking and confounding in the 2k Factorial Design
Two-Level Fractional Factorial Designs
Three-Level and Mixed-Level Fractional Factorial Designs
Factorial Experiments with Random Factors
Nested and Split-plot Designs
Introduction to Experimental Designs
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to Experimental Design 2026-09-08(二) |
| 第 2 週 | Simple Comparative Experiment 2026-09-15(二) |
| 第 3 週 | Experiments with a single Factor 2026-09-22(二) |
| 第 4 週 | Experiments with a single Factor (cont.) 2026-09-29(二) |
| 第 5 週 | More about single-Factor Experiments 2026-10-06(二) |
| 第 6 週 | Randomized Block Design, Latin Squares and Related Design 2026-10-13(二) |
| 第 7 週 | Randomized Block Design, Latin Squares and Related Design 2026-10-20(二) |
| 第 8 週 | Mid-term Exam 2026-10-27(二) |
| 第 9 週 | Introduction to Factorial Designs 2026-11-03(二) |
| 第 10 週 | The 2k Design 2026-11-10(二) |
| 第 11 週 | Blocking and Confounding in the 2k Design 2026-11-17(二) |
| 第 12 週 | Two-Level Fractional Factorial Designs 2026-11-24(二) |
| 第 13 週 | Mixed-Level Designs 2026-12-01(二) |
| 第 14 週 | Factorial Experiments with Random Factors 2026-12-08(二) |
| 第 15 週 | Split-plot Design 2026-12-15(二) |
| 第 16 週 | Final Exam 2026-12-22(二) |
| 第 17 週 | Flexible learning week 2026-12-29(二) |
| 第 18 週 | Flexible learning week 2027-01-05(二) |
Montgomery, D. C. (2017). Design and analysis of experiments. John Wiley & Sons. Wu, C. J., & Hamada, M. S. (2011). Experiments: planning, analysis, and optimization. John Wiley & Sons.
- 地點
- MB412
- 時間
- By appointment
- 聯絡方式
- hptung@nycu.edu.tw