NCHU Course Outline
Course Name (中) 統計理論(一)(6063)
(Eng.) Statistical Theory(I)
Offering Dept Graduate Institute of Statistics
Course Type Elective Credits 3 Teacher HSU, YING-LIN
Department Graduate Institute of Statistics / Graduate Language Chinese 英文/EMI Semester 2025-FALL
Course Description 機率理論,轉換與期望值,常用的分布家族,多元隨積變數,隨機樣本的性質,資料濃縮的原理以及統計推論
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
本課程主要目的首先是從機率理論的定義和例子出發,然後再去建立學生的理論統計的概念。
1.Statistical Thinking and Logic
4.Professional Knowledge and Literature Review
50
50
Lecturing
Attendance
Assignment
Quiz
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 Probability Theory
Week 2 Probability Theory
Week 3 Transformation and Expectations
Week 4 Transformation and Expectations
Week 5 Common Families of Distributions
Week 6 Multiple Random Variables
Week 7 Multiple Random Variables
Week 8 Properties of a Random Sample
Week 9 midterm
Week 10 Properties of a Random Sample
Week 11 Principles of Data Reduction
Week 12 Principles of Data Reduction
Week 13 estimation
Week 14 estimation
Week 15 hypothesis testing
Week 16 hypothesis testing
confidence interval
final exam.
self-directed
learning
   01.Participation in professional forums, lectures, and corporate sharing sessions related to industry-government-academia-research exchange activities.

Evaluation
三次考試各佔30%,作業(10%),點名(加分)
Textbook & other References
Statistical Inference, Casella and Berger, 2nd ed., 2002,
Duxbury, 華泰
Teaching Aids & Teacher's Website
iLearning
Office Hours
另訂
Sustainable Development Goals, SDGs(Link URL)
04.Quality Education   05.Gender Equality   08.Decent Work and Economic Growthinclude experience courses:N
Please respect the intellectual property rights and use the materials legally.Please respect gender equality.
Update Date, year/month/day:2025/08/13 19:24:41 Printed Date, year/month/day:2025 / 8 / 31
The second-hand book website:http://www.myub.com.tw/