99年第2學期-4431 實驗設計 課程資訊
This course is about planning and conducting experiments and about analyzing the resulting data so that valid and objective conclusions are obtained. Our focus is on experiments in engineering and science.
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.
Office HourPlease make an appointment by email anytime. Office:E-221
Design and Analysis Of Experiments (7th edition)
Douglas C. Montgomery
Introduction to Linear Regression Analysis (3rd edition)
Douglas C. Montgomery, Elizabeth A. Peck, and G. Geoffrey Vining
Response Surface Methodology (3rd edition)
Raymod H. Myers and Douglas c. Montgomery