實驗設計
Experimental Design
| 節 | 週四 |
|---|---|
2 09:00–09:50 | 實驗設計 MB414（光復） 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 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 2025-09-04(四) |
| 第 2 週 | Simple Comparative Experiment 2025-09-11(四) |
| 第 3 週 | Experiments with a single Factor 2025-09-18(四) |
| 第 4 週 | Experiments with a single Factor (cont.) 2025-09-25(四) |
| 第 5 週 | More about single-Factor Experiments 2025-10-02(四) |
| 第 6 週 | Randomized Block Design, Latin Squares and Related Design 2025-10-09(四) |
| 第 7 週 | Randomized Block Design, Latin Squares and Related Design 2025-10-16(四) |
| 第 8 週 | Mid-term Exam 2025-10-23(四) |
| 第 9 週 | Introduction to Factorial Designs 2025-10-30(四) |
| 第 10 週 | The 2k Design 2025-11-06(四) |
| 第 11 週 | Blocking and Confounding in the 2k Design 2025-11-13(四) |
| 第 12 週 | Two-Level Fractional Factorial Designs 2025-11-20(四) |
| 第 13 週 | Mixed-Level Designs 2025-11-27(四) |
| 第 14 週 | Factorial Experiments with Random Factors 2025-12-04(四) |
| 第 15 週 | Split-plot Design 2025-12-11(四) |
| 第 16 週 | Final Exam 2025-12-18(四) |
| 第 17 週 | Flexible learning week 2025-12-25(四) |
| 第 18 週 | Flexible learning week 2026-01-01(四) |
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