99年第2學期-4431 實驗設計 課程資訊

評分方式

評分項目	配分比例	說明
Homework	20
Semester Project	30
Midterm Examination	25
Final Examination	25

教育目標

This course is about planning and conducting experiments and about analyzing the resulting data so that valid and objective conclusions are obtained. Our focus is on experiments in engineering and science.

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：三/2,3,4[AG122]
修課班級：工工碩1
修課年級：年級以上
選課備註：501，外系選修須經老師同意

參考書目

Design and Analysis Of Experiments (7th edition)
Douglas C. Montgomery
歐亞書局有限公司
ISBN:978-0-470-39882-1

Introduction to Linear Regression Analysis (3rd edition)
Douglas C. Montgomery, Elizabeth A. Peck, and G. Geoffrey Vining
歐亞書局有限公司
ISBN:0-471-31565-6

Response Surface Methodology (3rd edition)
Raymod H. Myers and Douglas c. Montgomery
歐亞書局有限公司