機率
Probability
學期
110-1
學分
3
學分
當期課號
1186
永久課號
DCP3351
開課單位
資訊學院共同課程
授課教師
張明峰
校區
光復
類別
必修
上課時間表
| 節 | 週三 | 週五 |
|---|---|---|
3 10:10–11:00 | 機率 ED117 2 節連堂 | |
4 11:10–12:00 | ||
7 15:30–16:20 | 機率 ED117 |
* 根據陽明交大上課時間表所列
概述
This course gives an elementary introduction to the theory of probability and its applications.
先修科目
微積分
評分方式
作業部份: 考試部份: Two midterm and one final exams 評量部份: Homeworks and presence: 15% Two Midterms: 30% Final: 30%
課程大綱
- Axioms of probability
- Combinatorial methods
- Conditional probability and independence
- Distributed functions and discrete random variables
- Special discrete distributions
- Continuous random variables
- Special continuous distributions
- Bivariate distributions
- Multivariate distributions
- More expectations and variances
- Sums of independent random variables and limit theorems
教科書
S. Ghahramani, Fundamentals of Probability, with Stochastic Processes, 3rd ed or later edition. Upper Saddle River, NJ: Prentice Hall, 2005.
Office Hours
- 地點
- EC425
- 時間
- Wed. 13:30-14:30
- 聯絡方式
- mfchang@cs.nctu.edu.tw