113年第2學期-1582 實驗設計 課程資訊

評分方式

評分項目	配分比例	說明
作業與小考	30
期中考試	30
期末考試	30
出席狀況與平時表現	10

教育目標

培養學生對實驗設計的理論基礎，以及強化學生們對程式的操作。

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 how to derive a liner model from a specific design. Based on linear model theory, they should be able to derive the statistical inferences of various designs.

基本資料

必修課，學分數：0-3
上課時間：三/1,五/2,3,4
修課班級：統計系2A
修課年級：2年級以上
選課備註：人工加選

參考書目

"Design and Analysis of Experiments", 10th Edition, by Douglas C. Montgomery
"Experiments: Planning, Analysis, and Optimization", 3rd Edition, by C. F. Jeff Wu, Michael S. Hamada