Course Syllabus

Course Information：

Year-Semester	Course Number	Course Name	Phase	Credits	Hours	Required/Elective	Instructor	Class	Student NO.	Withdraw	Note
Spring Semester Year 2021	286040	Probability and Statistics	1	3.0	3	▲	Tsan-Huei Chen	4EN2C	61	1

Course Plan：

Instructor	Tsan-Huei Chen
Email
Last Updated	2021-02-21 09:01:25
Course Objective	１.組合分析 ２.機率理論 ３.隨機變數 ４.隨機變數函數 ５.機率分佈 ６.期望值性質 ７.樣本分佈 ８.假設檢定 ９.線性迴歸分析 １０.變異數分析
Course Schedule	1. Introduction 2. Combinatorial Analysis 3. Binomial and Multinomial Theorem 4. Axioms of Probability, Sample Spaces 5. Probability As a Continuous Set Function and Measure of Belief 6 .Conditional Probability and Bayes' Formula 7. Independent Events 8. Random Variables 9. Mid-term Exam 10. Expected Value , and Variance 11. Continuous Random Variable 12. Continuous Distribution (1) 13. Continuous Distribution (2) 13. Joint Distribution Functions 14. Conditional Distributions 15. Random Sample, Sample Variance 16. Sample Standard Deviation 17. Point Estimate, Interval Estimate, and Statistics Inference 18. Final Exam
Evaluation and grading policy	Grading: 20% Attendance and Quizzes 20% Assignments 30% Mid-term Exam 30% Final Exam
Materials	All right reserved. Do not reproduce without permission. Foreign-language textbooks:Yes Textbook: A first Course in Probability, Ninth Edition, Sheldon Ross, Pearson Education Limited, (中譯本) 機率論，朱蘊 譯 (華泰)。 Ref. book: Probability & Statistics For Engineers and Scientists 9E, Ronald E. Walpole, Prentice Hall, 2011. (中譯本) 機率論，劉志尉 譯 (高立)。
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The course corresponds to the SDGs
Does the course incorporate AI
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