基本素養 Basic Literacy
□ 領導能力
學生應具備領導其他專長同仁解讀數據的才能
Leadership
Undergraduate students should develop leadership skills required of a person in a leading position
□ 倫理及社會責任
學生需有自我學習的的意願及能力，並積極參與活動以擴大其社交網絡
Ethic & Social Responsibility
Undergraduate students should demonstrate ethical awareness in learning and in social networking
□ 全球化視野
同學需適時的掌握現在國際間情勢的更替，並理解全球化的趨勢
Global Awareness
Undergraduate students should possess a global perspective and an awareness of the effects of globalization
核心能力 Competence
■ 口頭溝通及表達能力
學生應具備基本的口語表達能力，能迅速的將事情完整地表達出來
Oral Communication/ Speaking
Undergraduate students should be able to communicate effectively in speaking.
■ 寫作表達能力
學生應具備基本的寫作表達能力，能迅速的將事情完整地表達出來
Written Communication/Writing
Undergraduate students should be able to communicate effectively in writing.
□ 創造及創新能力
同學需要有能力依據不同型態地問題及資料將所學做有效的及創新的整合以利問題的解決
Creativity and Innovation
Undergraduate students should be able to solve strategic problems with creative and innovative approaches
■ 解決問題能力
同學需要有能力依據不同型態地問題及資料將所學做有效的及創新的整合以利問題的解決
Problem Solving
Undergraduate students should be able to solve strategic problems with creative and innovative approaches
■ 分析及計算能力
同學需要有能力依據不同型態地問題及資料將所學做有效的及創新的整合以利問題的解決
Analytical & Computational Skills
Undergraduate students should be able to solve strategic problems with creative and innovative approaches
■ 價值、技巧及專業度
學生能在其工作崗位上，貢獻其所學在統計分析上之專業知識，以冀望能取得在職場上對其統計專業的認同
Values, Skills & Professionalism
Undergraduate students should acquire the skills and values required of a true professional
■ 專業能力
學生能在其工作崗位上，貢獻其所學在統計分析上之專業知識，以冀望能取得在職場上對其統計專業的認同
Technical Skills
Undergraduate students should acquire the skills and values required of a true professional
□ 管理技巧
學生能在其工作崗位上，貢獻其所學在統計分析上之專業知識，以冀望能取得在職場上對其統計專業的認同
Management Skills
Undergraduate students should acquire the skills and values required of a true professional
課程概述 Course Description
介紹實務案例，並討論資料分析程序，注意事項另外分組給予實際資料從事分析。課程學習目標 Course Objectives
課程進度 Progress Description
| 進度說明 Progress Description | |
|---|---|
| 1 | Introduction; 課程介紹 |
| 2 | The descriptive Statistics; 敘述統計 |
| 3 | Statistical plot; 統計繪圖 |
| 4 | Estimation; 估計 |
| 5 | Hypothesis testing; 假設檢定 |
| 6 | The analysis of variance; 變異數分析 |
| 7 | The linear regression analysis; 線性迴歸分析 |
| 8 | The categorical analysis; 類別資料分析 |
| 9 | Logistic Regression model; 邏輯斯迴歸分析 |
| 10 | Midterm Project; 期中報告 |
| 11 | Midterm Project; 期中報告 |
| 12 | Experiment Design; 實驗設計 |
| 13 | Multivariate Analysis; 多變量分析 |
| 14 | Nonparametric Analysis; 無母數分析 |
| 15 | The time series; 時間數列 |
| 16 | Generalized linear model; 廣義線性模型 |
| 17 | Final project 1;期末報告1 |
| 18 | Final project 1;期末報告2 |
以上每週進度教師可依上課情況做適度調整。The schedule may be subject to change.
有關課程其他調查 Other Surveys of Courses
1.本課程是否規劃業界教師參與教學或演講? 否Is there any industry specialist invited in this course? How many times? No
2.本課程是否規劃含校外實習(並非參訪)? 否
Are there any internships involved in the course? How many hours? No