NCHU Course Outline
Course Name (中) 資料分析與R語言(7719)
(Eng.) Data Analysis and R language
Offering Dept Executive Master Program in Big Data
Course Type Elective Credits 3 Teacher LIN, TSUNG-I
Department Executive Master Program in Big Data / (W)Graduate Language Chinese 英文/EMI Semester 2025-FALL
Course Description 瞭解與資料分析的統計方法與R語言程式撰寫之基本概念
Prerequisites
self-directed learning in the course Y
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
50
50
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 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
Please respect the intellectual property rights and use the materials legally.Please respect gender equality.
Update Date, year/month/day:None Printed Date, year/month/day:2025 / 7 / 02
The second-hand book website:http://www.myub.com.tw/