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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 |
109-1 |
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授課對象 |
生物資源暨農學院 獸醫學研究所 |
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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。大學部選修不計學分。與林恩仲合授
限碩士班以上
總人數上限：20人
外系人數限制：6人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1091VM7048_ |
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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 basic statistics and learn experimental design concepts in animal researches, including completely randomized design (CRD), factorial experiments, sampling methods, etc. |
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課程目標 |
1.Provide the 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 learnt in class. |
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課程要求 |
1.All students in the course should already take a statistics course (most important concepts will be briefly reviewed in class as needed).
2.Attendance and participation are required.
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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 |
N/A |
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參考書目 |
1.Oehlert, G. W. 2010. A First Course in Design and Analysis of Experiments. Published by Library of Congress Cataloging-in-Publication Data.
2.Quinn, G. and Keough M. 2002. Experimental Design and Data Analysis for Biologists. Published by Cambridge University Press.
3.Montgomery, D. C. 2012. Design and analysis of experiments, 8th edition. 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. |
Assignments |
20% |
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2. |
Involvement in class |
40% |
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3. |
Final report |
40% |
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週次 |
日期 |
單元主題 |
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第1週 |
9/18 |
Statistical methods in scientific research & The t-test and alternatives |
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第2週 |
9/25 |
The t-test and alternatives & Correlation and regression |
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第3週 |
9/26 |
ANOVA and non-parametric alternative |
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第4週 |
10/09 |
Holiday |
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第5週 |
10/16 |
Introduction to experimental design |
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第6週 |
10/23 |
Hypothesis testing |
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第7週 |
10/30 |
Data transformation |
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第8週 |
11/06 |
Completely randomized design (CRD) and randomized complete block design (RCBD) |
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第9週 |
11/13 |
Non-parametric alternative for blocked design (Friedman’s Test) |
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第10週 |
11/20 |
Factorial experiments |
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第11週 |
11/27 |
Latin square design (LSD) |
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第12週 |
12/04 |
Analysis of covariance |
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第13週 |
12/11 |
Cross-over design |
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第14週 |
12/18 |
Split plot design (SPD) |
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第15週 |
12/25 |
Sampling method and sample size |
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第16週 |
1/01 |
Holiday |
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第17週 |
1/08 |
Randomized clinical trials |
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第18週 |
1/15 |
Field experiment |