110年第1學期-5561 實驗設計與統計分析 課程資訊
評分方式
評分項目 | 配分比例 | 說明 |
---|---|---|
5 quiz scores | 25 | 隨堂小考 |
1st exam | 25 | 第一次大考 |
2nd exam | 25 | 第二次大考 |
Final Project | 25 | 期末專題 |
選課分析
本課程名額為 70人,已有26 人選讀,尚餘名額44人。
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教育目標
This is a basic course in designing experiments and analyzing the resulting data. It is intended for engineers, physical/chemical scientists and scientists from other fields such as biotechnology and biology. The course deals with the types of experiments that are frequently conducted in industrial settings. The prerequisite background is a basic working knowledge of statistical methods. A formal course in engineering statistics at the introduction level of statistics is the official prerequisite, but this specific course isn’t essential. You will need to know how to compute and interpret the sample mean and standard deviation, have previous exposure to the normal distribution, be familiar with the concepts of testing hypotheses (the t-test, for example), constructing and interpreting a confidence interval, and model-fitting using the method of least squares. Most of these ideas will be reviewed as they are needed.
The course objective is to learn how to plan, design and conduct experiments efficiently and effectively, and analyze the resulting data to obtain objective conclusions. Both design and statistical analysis issues are discussed. Opportunities to use the principles taught in the course arise in all phases of engineering work, including new product design and development, process development, and manufacturing process improvement. Applications from various fields of engineering (including chemical, mechanical, electrical, materials science, industrial, etc.) will be illustrated throughout the course. Computer software packages (Design-Expert, Minitab) to implement the methods presented will be illustrated extensively, and you will have opportunities to use it for homework assignments and the term project.
課程概述
1. To give the student a solid foundation to deal with the design and
analysis of experiments
2. To provide the student with some useful methods in his/her professional
practice as engineering in the general areas of product and process
design, process improvement, and quality engineering
3. To provide examples which are based on real-world applications of
experimential design
課程資訊
基本資料
必修課,學分數:3-0
上課時間:一/5,6,7[ST019]
修課班級:工工碩1
修課年級:年級以上
選課備註:GR6101。
教師與教學助理
授課教師:翁紹仁
大班TA或教學助理:尚無資料
Office HourPlease make an appointment by email anytime.
授課大綱
授課大綱:開啟授課大綱(授課計畫表)
(開在新視窗)
參考書目
Design and Analysis Of Experiments (8th edition)
Douglas C. Montgomery
歐亞書局有限公司
ISBN:978-0-470-39882-1
開課紀錄
您可查詢過去本課程開課紀錄。 實驗設計與統計分析歷史開課紀錄查詢