99年第2學期-4431 實驗設計 課程資訊

課程分享

選課分析

本課程名額為 50人,已有45人選讀,尚餘名額5人。

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

授課教師

翁紹仁

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.

課程資訊

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