0866 - 實驗設計

Experimental Design

教育目標 Course Target

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。

Let the learner understand the quality design, be familiar with and be able to choose appropriate inspection methods to determine whether the design mode is appropriate. Provide a plan to improve the ability of learners to solve the various technologies discussed in practical problems.

課程概述 Course Description

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.

參考書目 Reference Books

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。

Experimental design method-process and product optimization, by Ye Yicheng, Wunan Book Publishing Company

Data, papers and books on various and academic analysis and reaction surfaces.

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
期中考
Midterm exam
20
期末考
Final exam
20
作業
Action
30
Paper survey
Paper survey
10
期末專題
Final topics
20

授課大綱 Course Plan

點擊下方連結查看詳細授課大綱
Click the link below to view the detailed course plan

查看授課大綱 View Course Plan

相似課程 Related Courses

課程代碼
Course Code
課程名稱
Course Name
授課教師
Instructor
時間地點
Time & Room
學分
Credits
操作
Actions
必修-1582
統計系2A 蔡承翰 三/1,五/2,3,4[M119] 0-3 詳細資訊 Details
必修-1585
統計系2B 袁子倫 五/3[M134] 一/6,7,8[M117] 0-3 詳細資訊 Details

課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 0866
  • 學分 Credit: 0-3
  • 上課時間 Course Time:
    Tuesday/6,7,8[E108]
  • 授課教師 Teacher:
    王怡然
  • 修課班級 Class:
    工工系4A
  • 選課備註 Memo:
    外系選修須經授課教師同意
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 55 人

交換生/外籍生選課登記

請點選上方按鈕加入登記清單,再等候任課教師審核。
Add this class to your wishlist by clicking the button above.