本課程為工程統計之進階課程,修課同學需具備有統計之基礎(或經任課老師同意)。課程中將介紹工程與科學領域上常用的實驗設計法與統計分析法,並藉由不同實際應用例子的說明,帶領同學由錯綜複雜的試驗研究資料中引出合理的結論。

1. Introduction

2. Simple Comparative Experiments

3. Experiments with a Single Factor: The Analysis of Variance

4. Randomized Blocks, Latin Squares, and Related Designs

5. Introduction to Factorial Designs

6. The 2^k Factorial Design

7. Blocking and Confounding in the 2^k Factorial Design

8. Two-Level Fractional Factorial Designs

9. Three-Level and Mixed-Level Factorial and Fractional Factorial Designs

10. Fitting Regression Models

11. Response Surface Methods and Other Approaches to Process Optimization

12. Experiments with Random Factors

13. Nested and Split-Plot Designs

1. Design and Analysis of Experiments, 5th Edition, 2001, By Douglas C. Montgomery.
2. 變異數分析, 1997, 陳立信編譯, 華泰書局
3. 試驗設計學, 1993, 沈明來, 九州圖書

工程館102研究室(A05A-102)

聯絡方式：校內分機7651或271-7651或e-mail: hungyu@mail.ncyu.edu.tw