11210 機率論

This course was lectured in Chinese, and the videos include English captions.

Course keywords:
隨機變數(Random Variable), 期望值(Mathematical Expectation), 機率分配(Probability Distribution), 動差(Moments), 動差生成函數(Moment-Generating Function)

一、課程說明(Course Description)
本課程強調與說明機率模式與統計方法在工業工程的各種應用。目的在讓學生瞭解統計原理及技
巧，並應用於工程問題分析。
This course emphasizes and illustrates the use of probabilistic models and
statistical methodology that is employed in countless applications in
industrial engineering. It gives the student an understanding of the logic
behind statistical techniques as well as practice in using them.

二、指定用書(Text Books)
Walpole, R.E., Myers, R.H., Myers, S. L. and Ye, Keying (2016). Probability
and Statistics For Engineers and Scientists. (9th edition). Global Edition,
Pearson Education.

三、參考書籍(References)
1.Johnson, R. A. (2011). Probability and Statistics for Engineers (8th
edition). Prentice-Hall Inc.
2.Ross, S. M. (2009). Introduction to Probability and Statistics (4th
edition). Elsevier Academic Press.
3.Keller, G. and Warrack, B. (2014). Statistics for Management and Economics
(10th edition). Duxbury.
4.Walpole, R.E., Myers, R.H., Myers, S. L. and Ye, Keying (2007, 2012).
Probability and Statistics For Engineers and Scientists. (8th and 9th
editions). International Edition, Prentice-Hall Inc.

四、教學方式(Teaching Method)
Lecturing and discussion

五、教學進度(Syllabus)
Ch 1: Introduction to Statistics and Data Analysis.
Ch 2: Probability.
Ch 3: Random Variables and Probability Distributions.
Ch 4: Mathematical Expectations.
Ch 5: Some Discrete Probability Distributions.
Ch 6: Some Continuous Probability Distributions.
Ch 7: Functions of Random Variables. (Optional)

六、成績考核(Evaluation)
Midterm Exam (30%)
Final Exam (40%)
Others (30%)
-Quizzes
-Class Participation
-Homework Assignments/Practices/Discussions