實驗設計
Experimental Design
學期
108-1
學分
3
學分
當期課號
5511
永久課號
IEM5541
開課單位
工業工程與管理學系
授課教師
唐麗英
校區
光復
類別
選修
上課時間表
| 節 | 週二 |
|---|---|
2 09:00–09:50 | 實驗設計 MB506 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
概述
訓練學生規劃實驗及分析實驗數據之能力。
先修科目
統計學、線性代數
評分方式
1學期作業 每週指定,下週繳交 2.考試狀況 期中及期末考(或報告) 3.評量方法 1.期中考(40%) 2.期末考(期末報告)(40%) 3.作業(20%)
課程大綱
- Introduction to Experimental Designs
- 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
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to Experimental Design |
| 第 2 週 | Simple Comparative Experiment |
| 第 3 週 | Experiments with a single Factor |
| 第 4 週 | Experiments with a single Factor (cont.) |
| 第 5 週 | More about single-Factor Experiments |
| 第 6 週 | Randomized Block Design |
| 第 7 週 | Latin Squares and Related Design |
| 第 8 週 | Mid-term Exam |
| 第 9 週 | Introduction to Factorial Designs |
| 第 10 週 | The 2k Design |
| 第 11 週 | Blocking and Confounding in the 2k Design |
| 第 12 週 | Two-Level Fractional Factorial Designs |
| 第 13 週 | The 3k Design |
| 第 14 週 | Mixed-Level Designs |
| 第 15 週 | Factorial Experiments with Random Factors |
| 第 16 週 | Nested Design |
| 第 17 週 | Split-plot Design |
| 第 18 週 | Final Exam |
教科書
”Design and Analysis of Experiments”, Seventh Edition, by Douglas C. Montgomery, John Wiley & Sons, Publishers ”Improving Quality Through Planned Experimentation”, by Moen, Nolan and Provost, McGraw-Hill, 1991
Office Hours
- 地點
- MB502
- 時間
- 每週三下午兩點半至四點半
- 聯絡方式
- 分機:31896 litong@cc.nctu.edu.tw