98年第2學期-1384 實驗設計 課程資訊

評分方式

評分項目	配分比例	說明
Midterm exam	25
Final exam	25
Ongoing	50	including quizzes, short assignments, term project and participation scores

教育目標

The course objective is to learn how to plan, design and conduct experiments efficiently and effectively, and analyze the resulting data to obtain objective conclusions. Both design and statistical analysis issues are discussed. Opportunities to use the principles taught in the course arise in all phases of engineering and scientific work, including technology development, new product design and development, process development, and manufacturing process improvement. Applications from various fields of engineering (including chemical, mechanical, electrical, materials science, industrial, etc.) will be illustrated throughout the course. Computer software packages (SAS/MINITAB) to implement the methods presented will be illustrated extensively, and you will use these packages for homework assignments and the term project.

課程概述

The subject of experimental design is important due to its widespread use in many areas of scientific research. The topic of this course will include introduction of the principles of experimental designs and randomization, the process of design and corresponding analysis of variance. We shall introduce many important designs, such as completely randomized design, randomized block design, Latin type design, nested design, factorial design, incomplete design, split-plot design, cross over design, and response surface design. It is essential that students obtain a firm understanding of the philosophical basis and of the principles of experimental design as well as a broad knowledge of available designs together with their assumptions and application. The students also need to learn SAS coding to analyze data from various designs.

基本資料

必修課，學分數：0-3
上課時間：五/6,7[M116] 三/1,2[M222]
修課班級：統計系2B
修課年級：年級以上
選課備註：迴歸分析50分以上方可修習

參考書目

Design and Analysis of Experiments, 7th edition, by D.C. Montgomery, John Wiley & Sons, New York, 2009.
The Student Solutions Manual that accompanies the textbook is recommended.