NCHU Course Outline
Course Name (中) 應用統計學(2552)
(Eng.) Applied Statistics
Offering Dept Continuing Bachelor Program in Innovation Industry Management
Course Type Required Credits 3 Teacher CHIH MING CHANG
Department Continuing Bachelor Program in Innovation Industry Management / (N)Undergraduate Language Chinese Semester 2026-SPRING
Course Description 介紹統計方法的基本概念與Excel等軟體分析統計資料的操作與解讀。內容包括資料的蒐集與整理,分析解釋等敘述統計及由樣本推論母體的估計檢定,迴歸分析,變異數分析等。
Prerequisites
Relevance of Course Objectives and Core Learning Outcomes(%) Teaching and Assessment Methods for Course Objectives
Course Objectives Competency Indicators Ratio(%) Teaching Methods Assessment Methods
使學生了解分析資料的統計方法與基本學理並能應用統計方法分析統計資料,再者,能體認的統計方法的嚴謹性及應用性亦能利用Excel等軟體分析資料並正確解讀報表。
Discussion
Exercises
topic Discussion / Production
Lecturing
Internship
Quiz
Assignment
Oral Presentation
Attendance
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 課程介紹
Week 2 原始資料的蒐集
Week 3 檢視資料的分布-以統計表統計圖呈現
Week 4 檢視資料的分布-以統計表統計圖呈現
Week 5 分析資料-以統計測量數呈現
Week 6 分析資料-以統計測量數呈現
Week 7 放假
Week 8 期中報告
Week 9 連續隨機變數及其常用的機率分配
Week 10 連續隨機變數及其常用的機率分配
Week 11 統計估計
Week 12 假設檢定
Week 13 假設檢定
Week 14 兩母體的統計估計與假設檢定
Week 15 兩母體的統計估計與假設檢定
Week 16 期末報告
self-directed
learning
   01.Participation in professional forums, lectures, and corporate sharing sessions related to industry-government-academia-research exchange activities.
   02.Viewing multimedia materials related to industry and academia.
   05.Participation in various workshops organized by different departments of NCHU.

Evaluation
Homework 30%
Class Participation 20%
Midterm 25%
Final 25%
Textbook & other References
1. 基礎統計學觀念與應用,林惠玲、陳正倉合著,雙業書廊,2019年。
2. SPSS 22統計分析嚴選教材,楊世瑩著,碁峯資訊,2014年。
3. 高等統計應用SPSS分析,張紹勳、林秀娟著,五南出版社,2018年。
Teaching Aids & Teacher's Website
請於 i-Learning 3.0 系統下載
Office Hours

Sustainable Development Goals, SDGs(Link URL)
04.Quality Educationinclude experience courses:N
Please respect the intellectual property rights and use the materials legally.Please respect gender equality.
Update Date, year/month/day:2026/02/23 23:14:09 Printed Date, year/month/day:2026 / 5 / 26
The second-hand book website:http://www.myub.com.tw/