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.

讓學習者了解品質設計，並熟悉並能選定適當的檢驗方法以確認設計模式是否適當。提供個案以增進學習者，對所討論之各項技術能運用在實際問題的解決能力。

實驗設計法-製程與產品最佳化，葉怡成 著，五南圖書出版公司

各項與廻歸分析及反應曲面之資料、論文與書籍。