Relevance of Course Objectives and Core Learning Outcomes(%) |
Teaching and Assessment Methods for Course Objectives |
Course Objectives |
Competency Indicators |
Ratio(%) |
Teaching Methods |
Assessment Methods |
使用R軟體處理資料分析的統計方法 |
1.Professional Knowledge in Statistics Analysis |
4.Mathematical and Statistics Software Skill |
|
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Exercises |
Discussion |
Lecturing |
|
Written Presentation |
Attendance |
Oral Presentation |
Assignment |
Quiz |
|
Course Content and Homework/Schedule/Tests Schedule |
Week |
Course Content |
Week 1 |
R軟體簡介與操作方式
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Week 2 |
R軟體基本運算及邏輯運算
|
Week 3 |
變數資料與資料輸入及輸出
|
Week 4 |
資料處理與分析 |
Week 5 |
R程式流程控制(邏輯判斷、條件執行與迴圈) |
Week 6 |
自訂函數及其應用 |
Week 7 |
R軟體的繪圖功能I |
Week 8 |
R軟體的繪圖功能II |
Week 9 |
基本敘述統計圖表 |
Week 10 |
機率計算與機率分配函數I |
Week 11 |
機率計算與機率分配函數II |
Week 12 |
假設與檢定 |
Week 13 |
隨機變數的生成 |
Week 14 |
多變量常態分佈I |
Week 15 |
多變量常態分佈II |
Week 16 |
期中考試
期末報告
期末報告 |
self-directed learning |
|
|
Evaluation |
出席, 作業, 測驗 |
Textbook & other References |
參考書目1: R軟體-應用統計方法(陳景祥): 東華書局
參考書目2: RJohnson, R.A. and Wichern, D.W. (2007), ”Applied Multivariate Statistical Analysis” , 6th ed, Prentice Hall. (雙葉代理) |
Teaching Aids & Teacher's Website |
自編教材 |
Office Hours |
Appointment |
Sustainable Development Goals, SDGs(Link URL) |
| include experience courses:N |
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