NCHU Course Outline

Course Name	(中) 工程統計學(一)(2286)
	(Eng.) Engineering Statistics (I)
Offering Dept	Department of Civil Engineering
Course Type	Required	Credits	3	Teacher	WURONG SHIH
Department	Department of Civil Engineering / Undergraduate	Language	Chinese	Semester	2026-FALL
Course Description	介紹統計學之基本概念、各種機率分佈、抽樣分佈、估計與檢定，及廻歸分析，期使學生瞭解機率與統計之基本理論及其在工程上之應用。
Prerequisites	微積分(一),微積分(二)

Relevance of Course Objectives and Core Learning Outcomes(%)

Teaching and Assessment Methods for Course Objectives

Course Objectives

Competency Indicators

Ratio(%)

Teaching Methods

Assessment Methods

1.統計學之基本概念;2.離散型機率分佈;3.連續型機率分佈;4.平均數與變異數之抽樣分佈;5.統計估計與檢定;6.回歸分析

1.Capability in computation and analysis for civil engineering theory

2.Capability in analysis, evaluation, design, and implementation for civil engineering practices with contemporary tools

4.Acknowledgements in contemporary issues with international perspective, societal responsibilities, engineering and information ethics, and continuing learning as civil engineers

Lecturing

Exercises

Discussion

Attendance

Other

Assignment

Quiz

Course Content and Homework/Schedule/Tests Schedule

Week	Course Content
Week 1	Introduction
Week 2	Data Summary and Presentation
Week 3	Random Variables and Probability
Week 4	Continuous Random Variables and Distributions
Week 5	Continuous Random Variables and Distributions
Week 6	Discrete Random Variables and Distributions
Week 7	Discrete Random Variables and Distributions
Week 8	Midterm Exam
Week 9	More than One Variable
Week 10	Statistical Inference Part I
Week 11	Statistical Inference Part I
Week 12	Statistical Inference Part II
Week 13	Statistical Inference Part II
Week 14	Regression Analysis
Week 15	Regression Analysis
Week 16	Final Exam Self-directed learning Self-directed learning
self-directed learning

Evaluation

Homework & Quiz (30%)
Mid-term Exam (35%)
Final Exam (35%)

Textbook & other References

Textbook:
”Engineering Statistics (5th Ed),” by Montgomery et al., Wiley, 2012.

參考書目（書名、作者、書局）
1. “工程統計” 潘南飛編譯(Lapin原著)，全威圖書有限公司
2. A.Johnson, R. A. et al., ”Miller & Freund’s Probability & Statistics for Engineers,” Prentice Hall, 8th Ed., 2010.
3. B.Lapin, L. L., ”Modern Engineering Statistics,” International Thomson Publishing Asia, 2nd Ed., 1997.
4. Ang, Alfredo H. S. & Tang, Wilson H., ”Probability Concepts in Engineering Planning and Design,” Vol. I- Basic Principles, John Wiley & Sons, 2nd Ed, 2006.
5. Montgomery D. C. & Runger G. C. ”Applied Statistics and Probability for Engineers,” John Wiley & Sons, Inc., 2003.

Teaching Aids & Teacher's Website

Supplementary materials
iLearning 3.0

Office Hours

Tue 10:00~12:00

Please respect the intellectual property rights and use the materials and protected electronic files legally. Please respect gender equality.
Update Date, year/month/day：None	Printed Date, year/month/day：2026 / 8 / 24
The second-hand book website：http://www.myub.com.tw/