1751 - 實驗設計 英授 Taught in English
Experimental Design
教育目標 Course Target
為使修習者熟習實驗設計之理論與技巧,並特別加強實際使用電腦分析數據之能力。
In order to enable practitioners to familiarize themselves with theories and techniques of design, and to enhance their ability to analyze data in actual use of computers.
課程概述 Course Description
The subject of experimental design is important due to its widespread use in many areas of scientific research. The topic of this course will include introduction of the principles of experimental designs and randomization, the process of design and corresponding analysis of variance. We shall introduce many important designs, such as completely randomized design, randomized block design, Latin type design, nested design, factorial design, incomplete design, split-plot design, cross over design, and response surface design. It is essential that students obtain a firm understanding of the philosophical basis and of the principles of experimental design as well as a broad knowledge of available designs together with their assumptions and application. The students also need to learn how to derive a liner model from a specific design. Based on linear model theory, they should be able to derive the statistical inferences of various designs.
The subject of experimental design is important due to its widespread use in many areas of scientific research. The topic of this course will include introduction of the principles of experimental designs and randomization, the process of design and corresponding analysis of variation. We shall introduce many important designs, such as completely randomized design, randomized block design, Latin type design, nested design, factorial design, incomplete design, split-plot design, cross over design, and response surface design. It is essential that students obtain a firm understanding of the philosophical basis and of the principles of experimental design as well as a broad knowledge of available designs together with their assumptions and application. The students also need to learn how to derive a liner model from a specific design. Based on linear model theory, they should be able to derive the statistical inferences of various designs.
參考書目 Reference Books
(1)沈明來, 民99, 試驗設計學, 第四版, 九州文物
(2)Montgomery, D.C., 2013, Design and Analysis of Experiments, 8th Ed., 歐亞
(1) Shen Minglai, Min 99, Trial Design, Fourth Edition, Jiuzhou Cultural Relics
(2)Montgomery, D.C., 2013, Design and Analysis of Experiments, 8th Ed., Europe
評分方式 Grading
評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
---|---|---|
小考1 Small Test 1 |
20 | |
小考2 Tips 2 |
20 | |
作業 Action |
15 | |
期中考 Midterm exam |
20 | |
期末考 Final exam |
25 |
授課大綱 Course Plan
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相似課程 Related Courses
課程代碼 Course Code |
課程名稱 Course Name |
授課教師 Instructor |
時間地點 Time & Room |
學分 Credits |
操作 Actions |
---|---|---|---|---|---|
必修-1754
|
統計系2B 沈葆聖 | 二/3,四/1,2,五/3[M155] | 0-3 | 詳細資訊 Details | |
必修-6143
|
統計碩1 俞一唐 | 四/7,8,9[M242] | 0-3 | 詳細資訊 Details |
課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 1751
- 學分 Credit: 0-3
-
上課時間 Course Time:Tuesday/6,Thursday/1,Friday/1,2[M201]
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授課教師 Teacher:劉家頤
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修課班級 Class:統計系2A
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選課備註 Memo:迴歸分析40分以上方可修習
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