課程資訊

Introduction to Probability Theory

100-2

MATH2501

201 31700

01

1.學士班二年級必修課。 2.內容含馬可夫鏈與泊松過程導論。

Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1002Prob

Combinational analysis, axioms of probability, conditional probability and independence, discrete random variables, continuous random variables, jointly distributed random variables, properties of expectation, limit theorems, additional topics in probability.

To teach students the basic ideas of probability.
Chapter 1 to chapter 9.

Office Hours

A first course in Probability (8th edition)
by Sheldon Ross

Other references(Markov Chain): Introduction to probability by C. M. Grinstead.
http://www.dartmouth.edu/~chance/teaching_aids/books_articles/probability_book/a
msbook.mac.pdf or
http://astrohandbook.com/ch17/intro_probability.pdf

(僅供參考)

 No. 項目 百分比 說明 1. Quiz and Homework 20% 2. Midterm Exam 40% 3. Final exam 40%

 課程進度
 週次 日期 單元主題 第1週 2/21,2/23 chapter 1-2 第2週 2/28,3/01 2/28 No class. 第3週 3/06,3/08 3/8 Quiz I(chapter 1-2) 第4週 3/13,3/15 chapter 3-4 第6週 3/27,3/29 3/29 Quiz II (3-4) 第7週 4/03,4/05 No classes (Break) 第8週 4/10,4/12 chapter 5 第9週 4/17,4/19 Homework discussion 4/17(1st period), Midterm(chapter 1-5) 4/19 第10週 4/24,4/26 chapter 6 第11週 5/01,5/03 chapter 7 第13週 5/15,5/17 chapter 8 第14週 5/22,5/24 Quiz III(chapter 6) and Quiz IV(chapter 7) Both quiz are on 5/29 on 5/24 第15週 5/29,5/31 Markov Chain 第16週 6/05,6/07 Markov Chain