110年第2學期-6188 實驗設計 課程資訊
評分方式
評分項目 | 配分比例 | 說明 |
---|---|---|
小考 | 20 | |
作業及報告 | 20 | |
期中考 | 30 | |
期末考 | 30 |
選課分析
本課程名額為 70人,已有7 人選讀,尚餘名額63人。
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教育目標
培養學生實驗設計相關之統計理論基礎與資料分析能力,並強化程式及實作能力
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
基本資料
選修課,學分數:0-3
上課時間:一/6,7[M438] 一/8[M442]
修課班級:統計碩1,2
修課年級:年級以上
選課備註:
教師與教學助理
授課教師:朱基祥
大班TA或教學助理:尚無資料
Office HourOffice hrs: Wednesday: 10:00-12:00 or by an appointment
Location: M448
授課大綱
授課大綱:開啟授課大綱(授課計畫表)
(開在新視窗)
參考書目
1. Design of Experiments : Statistical Principles of Research Design and Analysis. (2nd Edition), by Kuehl, R.O.
2. Design and Analysis of Experiments. (8th Edition), by Montgomery, D.C.
開課紀錄
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