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
112-2 
授課對象
理學院  統計與數據科學研究所  
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
星期一6,7,8(13:20~16:20) 
上課地點
農藝304 
備註
建議先修"應用線性統計一"
總人數上限:20人 
 
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課程概述

Full factorial and fractional factorial designs are widely used to study the relationship between the response and experimental factors. The objective of this course is to introduce systematic methods and practical techniques for designing and analyzing multifactorial experiments. Several key concepts, such as effect confounding and effect aliasing, will be detailed. Some new research topics will also be covered. After successfully completing this course, students will be able to design and analyze multifactorial experiments to address real-world research questions. 

課程目標
The objective of this course is to introduce systematic methods and practical techniques for designing and analyzing multifactorial experiments. 
課程要求
Experimental Design (Agron2013 and Agron5074) and Regression Analysis (Agron5087). 
預期每週課後學習時數
Office Hours
每週三 16:00~17:00 備註: Shin-Fu Tsai@Room 202, Biometry Laboratory, 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 
35% 
 
3. 
Final Exam and Report 
35% 
 
 
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
0219  Introduction to Factorial Experiments  
第2週
0226  Review of Regression Analysis 
第3週
0304  Review of Experimental Design 
第4週
0311  Full Factorial Experiments at Two Levels  
第5週
0318  Full Factorial Experiments at Two Levels  
第6週
0325  Full Factorial Experiments at Two Levels  
第7週
0401  Fractional Factorial Experiments at Two Levels  
第8週
0408  Fractional Factorial Experiments at Two Levels  
第9週
0415  Fractional Factorial Experiments at Two Levels  
第10週
0422  Midterm Exam 
第11週
0429  Factorial Experiments at Three Levels 
第12週
0506  Factorial Experiments at Three Levels 
第13週
0513  Nonregular Fractional Factorial Designs 
第14週
0520  Nonregular Fractional Factorial Designs 
第15週
0527  Some New Research Topics 
第16週
0603  Final Exam