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Statistical Experimental Design and Application

  • 授課老師: 陳雲岫 博士
    辦公室:無
    電話分機:無
  • 課程目標
    培養工程領域學生如何正確及有效率的規劃、設計及分析統計實驗。
  • 課程大綱
    機率與統計觀念復習
    實驗設計簡介
    簡單的比較性實驗案例討論
    變異數分析法與隨機化集區設計案例討論 
    因子設計與2k因子設計案例討論
    2水準的部份因子設計案例討論
    配適迴歸模型案例討論
    反應曲面法簡介與案例討論

Statistical Experimental Design and Application

Instructor: Dr. Yun-Shiow Chen

Office: None
Phone Extension: None

Course Objectives:

The objective of this course is to train engineering students on how to properly and efficiently plan, design, and analyze statistical experiments.

Course Outline:

Review of Probability and Statistical Concepts
Introduction to Experimental Design
Discussion of Simple Comparative Experiment Case Studies
Analysis of Variance (ANOVA) and Randomized Block Design Case Studies
Factorial Design and 2^k Factorial Design Case Studies
Discussion of Two-Level Fractional Factorial Design Case Studies
Fitting Regression Models Case Studies
Introduction to Response Surface Methodology and Case Studies

課程圖片Course Images

反映曲面法
Response
Surface Methodology
實驗設計
Design
of Experiments
one-way anova

相關課程   Related Courses

工程統計
Engineering Statistics
數量方法
Quantitative Methods
實驗設計
Experimental Design

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