| 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 Statistical Analysis |
| 4.Mathematical and Statistical Software Skills |
|
|
| 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
|
| 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 |
期中考試 |
| Week 14 |
多變量常態分佈I |
| Week 15 |
多變量常態分佈II |
| Week 16 |
期末報告 |
self-directed
learning |
02.Viewing multimedia materials related to industry and academia.
|
|
| 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 |
|