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統 計 建 模 與 電 腦 化 實 作

Statistical Modeling and Computerized Implementations

  •     授課老師 : 陳雲岫 博士 
    辦公室:無
     電話分機:無
  • 課程目標
    本課程目標為教授統計模型在工程與系統管理上之應用,使學生熟悉統計相關電腦軟體操作,分析資料。
  • 課程大綱
    繪圖與敘述統計
    隨機變數
    假設檢定
    簡單線性迴歸與複迴歸
    Logit 迴歸
    實驗設計

Statistical Modeling and Computerized Implementations

Instructor: Dr. Chen , Yun-Shiow 

Office: None
Phone Extension: None

Course Objectives:

The objective of this course is to teach the application of statistical models in engineering and systems management. The course aims to familiarize students with the operation of statistical software and data analysis.

Course Outline:

Graphing and Descriptive Statistics
Random Variables
Hypothesis Testing
Simple and Multiple Linear Regression
Logit Regression
Design of Experiments

課程圖片   Course Images

QQ plot
線性判別分析
Linear Discriminant Analysis
K-means分群
K-means Clustering

相關課程   Related Courses

工程統計 
Engineering Statistics
線性代數
Linear Algebra
實驗設計
Design of Experiments

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