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
108-1 
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"應用線性統計模式(一)"
總人數上限:30人 
Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1081Agron5077_dafe 
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課程概述

Full factorial and fractional factorial designs, which have been successfully used in agricultural field experiments, biomedical trials, and industrial process improvements, are important 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. Students will also learn how to use R to analyze real-world data. After successfully completing this course, students will be able to design multifactorial experiments for solving real-world problems, analyze the observed data by using appropriate statistical methods, and interpret the analysis results correctly. 

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
Basic knowledge of regression analysis will be assumed. 
預期每週課後學習時數
 
Office Hours
備註: Wednesday 12:00-13:00 at Biometry Laboratory 202 
指定閱讀
1. Wu, C. F. J. and Hamada, M. S. (2009). Experiments: Planning, Analysis, and Optimization. 2nd Edition. John Wiley & Sons. 
參考書目
1. Mee, R. W. (2009). A Comprehensive Guide to Factorial Two-Level Experimentation. Springer.
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 
50% 
 
2. 
Quiz 1 
15% 
 
3. 
Quiz 2 
15% 
 
4. 
Final Exam  
20% 
 
 
課程進度
週次
日期
單元主題
第1週
9/11  Introduction to Design of Experiments 
第2週
9/18  Basic Concepts of Regression Analysis 
第3週
9/25  Basic Concepts of Experimental Design  
第4週
10/02  Full Factorial Experiments at Two Levels 
第5週
10/09  Full Factorial Experiments at Two Levels 
第6週
10/16  Full Factorial Experiments at Two Levels 
第7週
10/23  Quiz 1 
第8週
10/30  Fractional Factorial Experiments at Two Levels 
第9週
11/06  Fractional Factorial Experiments at Two Levels 
第10週
11/13  Fractional Factorial Experiments at Two Levels 
第11週
11/20  Factorial Experiments at Three Levels 
第12週
11/27  Factorial Experiments at Three Levels 
第13週
12/04  Quiz 2 
第14週
12/11  Nonregular Fractional Factorial Designs 
第15週
12/18  Nonregular Fractional Factorial Designs 
第16週
12/25  Response Surface Methodology 
第17週
1/01  New Year Holiday 
第18週
1/08  Final Exam