NCHU Course Outline
Course Name (中) 統計理論(二)(6055)
(Eng.) Statistical Theory(II)
Offering Dept Graduate Institute of Statistics
Course Type Elective Credits 3 Teacher HSU, YING-LIN
Department Graduate Institute of Statistics / Graduate Language Chinese Semester 2026-SPRING
Course Description 主要以統計的理論架構為主
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
機率、隨機變數、隨機樣本、估計,檢定,信賴區間等
1.Statistical Thinking and Logic
4.Professional Knowledge and Literature Review
50
50
Lecturing
Exercises
Quiz
Assignment
Attendance
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 機率論
Week 2 期望值
Week 3 連續、離散分配
Week 4 連續、離散分配
Week 5 隨機變數
Week 6 隨機樣本
Week 7 隨機樣本
Week 8 估計
期中考
Week 9 估計
Week 10 估計
Week 11 估計
Week 12 檢定
Week 13 檢定
Week 14 檢定
Week 15 信賴區間
Week 16 信賴區間
期末考
自主學習
自主學習
self-directed
learning
   02.Viewing multimedia materials related to industry and academia.

Evaluation
三次考試各佔30%,作業(10%),點名(加分)
Textbook & other References
教科書:Statistical Inference, Casella and Berger, 2nd ed., 2002,
Duxbury, 華泰
參考書:
1. Mathematical Statistics – Basic Ideas and Selected Topics,
Vol.1., Bickel and Doksum, 2nd ed., 2001, Prentice Hall
2. Theory of Point Estimation, Lehmann and Casella, 2nd ed.,
1998, Springer-Verlag
Teaching Aids & Teacher's Website
iLearming
Office Hours
預計周一下午
Sustainable Development Goals, SDGs(Link URL)
04.Quality Education   05.Gender Equalityinclude experience courses:N
Please respect the intellectual property rights and use the materials legally.Please respect gender equality.
Update Date, year/month/day:2026/01/26 16:51:45 Printed Date, year/month/day:2026 / 3 / 18
The second-hand book website:http://www.myub.com.tw/