102年第2學期-6144 實驗設計 課程資訊

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評分方式

評分項目 配分比例 說明
期中考 30
期末考 30
資料分析 20
小考 20

選課分析

本課程名額為 70人,已有14 人選讀,尚餘名額56人。

授課教師

俞一唐

教育目標

訓練學生分析實驗資料與實基礎驗設計理論能力

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

參考書目

Wu, C.F.J., Hamada, M. (2009). Experiments: planning, analysis, and parameter design optimization, 2nd Edition. John Wiley & Sons.