109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 |
---|---|---|
midterm | 50 | |
final | 50 |
選課分析
本課程名額為 70人,已有25 人選讀,尚餘名額45人。
登入後可進行最愛課程追蹤 [按此登入]。
教育目標
The objective of this course is to provide students with knowledge in experimental design and corresponding methods of data analysis. This course will cover CRD, RCBD, factorial designs
(fixed, mixed and random models), nested designs, split-plot Design, cross over design, repeated measurement, analysis of covariance, incomplete block design,
and fractional factorial design. Students also learn SAS coding for analyzing data.
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
必修課,學分數:0-3
上課時間:三/2,四/2[M116] 二/1,2[M119]
修課班級:統計系2A
修課年級:年級以上
選課備註:人工加選
教師與教學助理
授課教師:沈葆聖
大班TA或教學助理:尚無資料
Office HourOffice hrs: Monday: 12:10-13:10 or by an appointment
Location: M430
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 Robert, O. Kuehl
開課紀錄
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