NCHU Course Outline

Course Name	(中) 統計模擬(3308)
	(Eng.) Statistical Simulation
Offering Dept	Department of Applied Mathematics (Data Science and Computing Program)
Course Type	Elective			Credits	2	Teacher	LIN, TSUNG-I
Department	Department of Applied Mathematics (Data Science and Computing Program) / Undergraduate			Language	Chinese	英文/EMI		Semester	2025-FALL
Course Description	1. 能應用R繪圖及計算敘述統計量。 2. 瞭解R程式設計之基本觀念。 3. 能應用機率函數產生亂數。
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
本課程介紹統計計算和模擬上一些常用的R語言使用方法。	3.Professional Knowledge in Statistical Analysis	100	Exercises Discussion Lecturing	Attendance 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 R軟體基本運算及邏輯運算 Week 4 變數資料與資料輸入及輸出 Week 5 變數資料與資料輸入及輸出 Week 6 R程式流程控制(邏輯判斷、條件執行與迴圈) Week 7 資料轉換與處理 Week 8 期中考 Week 9 R程式流程控制(邏輯判斷、條件執行與迴圈) Week 10 自訂函數及其應用 Week 11 R軟體的繪圖功能 Week 12 R軟體的繪圖功能 Week 13 基本敘述統計圖表 Week 14 機率計算與機率分配函數 Week 15 隨機變數的生成 Week 16 期末考 自主學習 自主學習 self-directed learning
Evaluation
出席，作業，期中考，期末考。
Textbook & other References
無
Teaching Aids & Teacher's Website
自編講義
Office Hours
星期四下午
Sustainable Development Goals, SDGs(Link URL)
include experience courses：N

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Update Date, year/month/day：None	Printed Date, year/month/day：2025 / 7 / 02
The second-hand book website：http://www.myub.com.tw/