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
109-2 
授課對象
學程  生物統計學程  
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
星期三6,7,8(13:20~16:20) 
上課地點
生統教室 
備註
建議先修"應用線性統計一"
總人數上限:20人 
Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1092Agron5077_DAFE 
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課程概述

Full factorial and fractional factorial designs, which have been widely used in agricultural field experiments, biomedical trials and industrial process improvements, are useful tools for exploring the relationship between the response and experimental factors of interest. The objective of this course is to introduce systematic methods and practical techniques for planning and analyzing multifactorial experiments. Analysis procedures will be demonstrated using R and sample codes will be provided to accompany lectures. After successfully completing this course, students will be able to design multifactorial experiments to address real-world research issues. 

課程目標
The objective of this course is to introduce systematic methods and practical techniques for planning and analyzing multifactorial experiments. 
課程要求
Statistical Methods for Agronomists (Agron5074) and Applied Linear Statistical Models 1 (Agron5087). 
預期每週課後學習時數
 
Office Hours
備註: Firday 15:00-16:00 at Biometry Laboratory 202 
指定閱讀
Wu, C. F. J. and Hamada, M. S. (2009). Experiments: Planning, Analysis, and Optimization. 2nd Edition.
John Wiley & Sons. (NTU eBook) 
參考書目
1. Mee, R. W. (2009). A Comprehensive Guide to Factorial Two-Level Experimentation. Springer-Verlag. (NTU eBook)
2. Montgomery, D. C. (2019). 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 
40% 
 
2. 
Exam 1 
20% 
 
3. 
Exam 2 
20% 
 
4. 
Final Exam 
20% 
 
 
課程進度
週次
日期
單元主題
第1週
2/24  Introduction to Design of Experiments 
第2週
3/03  Basic Concepts of Regression Analysis 
第3週
3/10  Basic Concepts of Experimental Designs 
第4週
3/17  Full Factorial Experiments at Two Levels 
第5週
3/24  Full Factorial Experiments at Two Levels 
第6週
3/31  Full Factorial Experiments at Two Levels 
第7週
4/07  Exam 1 
第8週
4/14  Fractional Factorial Experiments at Two Levels 
第9週
4/21  Fractional Factorial Experiments at Two Levels 
第10週
4/28  Fractional Factorial Experiments at Two Levels 
第11週
5/05  Factorial Experiments at Three Levels 
第12週
5/12  Factorial Experiments at Three Levels 
第13週
5/19  Exam 2 
第14週
5/26  Nonregular Fractional Factorial Designs 
第15週
6/02  Nonregular Fractional Factorial Designs 
第16週
6/09  Space-Filling Designs 
第17週
6/16  Space-Filling Designs 
第18週
6/23  Final Exam