課程資訊
課程名稱
複因子試驗之設計與分析
Design and Analysis of Factorial Experiments 
開課學期
114-1 
授課對象
生物資源暨農學院  生物統計學組  
授課教師
蔡欣甫 
課號
Agron5077 
課程識別碼
621 U6630 
班次
 
學分
3.0 
全/半年
半年 
必/選修
選修 
上課時間
星期四6,7,8(13:20~16:20) 
上課地點
生統教室 
備註
總人數上限:10人 
 
課程簡介影片
 
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課程概述

Full factorial and fractional factorial designs are often used to study the treatment-response relationship of interest. The objective of this course is to introduce systematic methods and practical techniques for designing and analyzing factorial experiments. Several important concepts in experimental designs, such as effect confounding and effect aliasing, will be introduced. Some recent research topics will also be covered. After successfully completing this course, students should be able to design and analyze factorial experiments to address real-world research questions. 

課程目標
After successfully completing this course, students should be able to
(1) design factorial experiments under resource constraints;
(2) analyze experimental data and interpret analysis results correctly. 
課程要求
Regression Analysis and Experimental Design. 
預期每週課前或/與課後學習時數
Office Hours
每週二 15:00~16:00 備註: Shin-Fu Tsai @ Biometry Laboratory Room 202, Building No. 5 
指定閱讀
Wu, C.-F. J. and Hamada, M. S. (2021). Experiments: Planning, Analysis, and Optimization. 3rd Edition. John Wiley & Sons. (NTU eBook) 
參考書目
Mee, R. W. (2009). A Comprehensive Guide to Factorial Two-Level Experimentation. Springer-Verlag. (NTU eBook)
Montgomery, D. C. (2020). Design and Analysis of Experiments. 10th Edition. John Wiley & Sons. 
評量方式
(僅供參考)
 
No.
項目
百分比
說明
1. 
Homework 
30% 
 
2. 
Midterm Exam 
30% 
 
3. 
Final Exam 
40% 
 
  1. 本校尚無訂定 A+ 比例上限。
  2. 本校採用等第制評定成績,學生成績評量辦法中的百分制分數區間與單科成績對照表僅供參考,授課教師可依等第定義調整分數區間。詳見學習評量專區 (連結)。
 
針對學生困難提供學生調整方式
 
上課形式
作業繳交方式
考試形式
其他
由師生雙方議定
課程進度
週次
日期
單元主題
第1週
0904  Introduction to Factorial Experiments 
第2週
0911  Review of Regression Analysis 
第3週
0918  Review of Experimental Designs 
第4週
0925  Full Factorial Experiments at Two Levels 
第5週
1002  Full Factorial Experiments at Two Levels 
第6週
1009  Full Factorial Experiments at Two Levels 
第7週
1016  Full Factorial Experiments at Two Levels 
第8週
1023  Fractional Factorial Experiments at Two Levels 
第9週
1030  Fractional Factorial Experiments at Two Levels 
第10週
1106  Fractional Factorial Experiments at Two Levels 
第11週
1113  Midterm Exam 
第12週
1120  Factorial Experiments at Three Levels 
第13週
1127  Factorial Experiments at Three Levels 
第14週
1204  Non-Regular Fractional Factorial Designs 
第15週
1211  Non-Regular Fractional Factorial Designs / Some Recent Research Topics 
第16週
1218  Final Exam