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課程名稱 |
獸醫試驗設計
Veterinary Experimental Design |
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開課學期 |
111-1 |
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授課對象 |
生物資源暨農學院 分子暨比較病理生物學研究所 |
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授課教師 |
楊文淵 |
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課號 |
VM7048 |
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課程識別碼 |
629EM1860 |
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班次 |
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學分 |
2.0 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期五3,4(10:20~12:10) |
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上課地點 |
獸三館203 |
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備註 |
本課程以英語授課。需有統計相關基礎知識。合開教師:林恩仲與林恩仲合授
限碩士班以上
總人數上限：10人 |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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課程概述 |
Two hours lecture.
Students will review ANOVA and learn experimental design concepts in animal research, including factorial experiments, completely randomized design, blocked designs, …etc. |
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課程目標 |
1. Provide knowledge on how research is planned and executed.
2. Develop an understanding of experimental methods and major experimental designs.
3. Enable students to design an experiment based on the knowledge learned in class. |
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課程要求 |
1. Student has fundamental knowledge about statistical methods.
2. Full attendance and participation. |
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預期每週課後學習時數 |
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Office Hours |
另約時間 |
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指定閱讀 |
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參考書目 |
1. Montgomery, D. C. 2017. Design and Analysis of Experiments, 9th edition. Published by Library of Congress Cataloging-in-Publication Data.
2. Dean, A., Voss D., and Draguljić D. 2017. Design and Analysis of Experiments, 2nd edition. Published by Springer International Publishing AG.
3. Oehlert, G. W. 2010. A First Course in Design and Analysis of Experiments. Published by Library of Congress Cataloging-in-Publication Data.
4. Ott, R. L. and M. Longnecker. 2010. An Introduction to Statistical Methods and Data Analysis, 6th edition. Published by Brooks/Cole, Cengage Learning. |
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評量方式
(僅供參考) |
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No. |
項目 |
百分比 |
說明 |
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1. |
Attendance/assignments |
10% |
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2. |
Midterm exam |
45% |
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3. |
Presentation and short report |
45% |
Presentation (20%)
Short report (25%) |
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週次 |
日期 |
單元主題 |
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Week 1 |
9/9 |
Holiday |
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Week 2 |
9/16 |
Introduction to experimental design |
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Week 3 |
9/23 |
Hypothesis testing |
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Week 4 |
9/30 |
Sampling method and sample size |
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Week 5 |
10/7 |
Data collection and transformation |
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Week 6 |
10/14 |
Randomized controlled trial |
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Week 7 |
10/21 |
ANOVA and non-parametric alternative |
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Week 8 |
10/28 |
Completely randomized design (CRD) and randomized complete block design (RCBD) |
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Week 9 |
11/4 |
Latin square design |
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Week 10 |
11/11 |
Midterm exam |
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Week 11 |
11/18 |
Non-parametric alternative for blocked design (Friedman’s Test) |
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Week 12 |
11/25 |
Factorial experiments |
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Week 13 |
12/2 |
Analysis of covariance |
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Week 14 |
12/9 |
Cross-over design |
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Week 15 |
12/16 |
Split plot design (SPD) |
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Week 16 |
12/23 |
Presentation/short report |
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