培養學生對實驗設計的理論基礎，以及強化學生們對程式的操作。Cultivate students' theoretical basis for experiment design and strengthen students' operation of programs.
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.
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 variation. 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.
實驗設計與分析(Montgomery : Design and Analysis of Experiments 10/E)(精華版)(三版)
Experimental Design and Analysis of Experiments 10/E (Exquisite Edition) (Three Editions)
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 作業與小考作業與小考 Work and exam |
30 | |
| 期中考試期中考試 Midterm exam |
30 | |
| 期末考試期末考試 Final exam |
30 | |
| 出席狀況與平時表現 出席狀況與平時表現 Attendance and performance during normal times |
10 |
