機率與統計
Probability and Statistics
| 節 | 週一 | 週三 |
|---|---|---|
1 08:00–08:50 | 機率與統計 | |
3 10:10–11:00 | 機率與統計 2 節連堂 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
1. Foundations of probability theory. 2. Probabilistic and statistical description and analysis in engineering applications
Calculus
無備註
None
General performance 40% Midterm Exam. 30% Final Exam. 30%
Discrete Random Variables
Probability Mass Function (PMF), Expectation, Moments, Conditional PMF
- 講授：
- 9
Continuous Random Variables
Cumulative Distribution Function (CDF), Probability Density Function (PDF), Function of a Random Variable
- 講授：
- 9
Two Random Variables
Joint CDF, Joint PDF, Joint Moments, Conditional Probability and Expectation, Jointly Gaussian Random variables
- 講授：
- 12
Vector Random Variables
Functions of Several Random Variables, Expected Values of Vector Random Variables, Jointly Gaussian Random Vectors
- 講授：
- 9
Probability Basics
Probability Models, Random Experiments, Conditional Probability
- 講授：
- 9
| 週次 | 主題 |
|---|---|
| 第 1 週 | Review of Set Theory, Probability Models 9/12 9/15 |
| 第 2 週 | Experiments, Axioms of Probability 9/19 9/22 |
| 第 3 週 | Conditional Probability, Independency 9/26 9/29 |
| 第 4 週 | Discrete Random Variables, Probability Mass Function 10/3 10/6 |
| 第 5 週 | Expected Value and Moments of Discrete Random Variable 10/10 10/13 |
| 第 6 週 | Conditional Probability Mass Function, Important Discrete Random Variables 10/17 10/20 |
| 第 7 週 | Continuous Random Variables, Cumulative Distribution Function, Probability Density Function 10/24 10/27 |
| 第 8 週 | Important Continuous Random Variables 10/31 11/3 |
| 第 9 週 | Midterm exam. 11/7 11/10 |
| 第 10 週 | Functions of a Random Variable, Markov and Chebyshev Inequalities 11/14 11/17 |
| 第 11 週 | Joint Cumulative Distribution Function, Joint Probability Density Function 11/21 11/24 |
| 第 12 週 | Joint Moments, Functions of Two Random Variables 11/28 12/1 |
| 第 13 週 | Conditional Probability, Conditional Expectation 12/5 12/8 |
| 第 14 週 | Jointly Gaussian Random Variables, Generating Gaussian Random Variables 12/12 12/15 |
| 第 15 週 | Vector Random Variables, Functions of Several Random Variables 12/19 12/22 |
| 第 16 週 | Expected Values of Vector Random Variables 12/26 12/29 |
| 第 17 週 | Jointly Gaussian Random Vectors 1/2 1/5 |
| 第 18 週 | Final exam. 1/9 1/12 |
Alberto Leon-Garcia, Probability, Statistics, and Random Processes for Electrical Engineering, 3rd Ed., Pearson Prentice Hall, 2008
- 地點
- 軍108
- 時間
- Friday 08:00~11:00
- 聯絡方式
- 03-3809991 ext. 224 Email: suhanson@gmail.com