機率與統計
Probability and Statistics
| 節 | 週二 |
|---|---|
6 14:20–15:10 | 機率與統計 3 節連堂 |
7 15:30–16:20 | |
8 16:30–17:20 |
* 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 30% Midterm Exam. 30% Final Exam. 40%
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：
- 6
| 週次 | 主題 |
|---|---|
| 第 1 週 | Review of Set Theory, Probability Models 2024-09-03(二) |
| 第 2 週 | Experiments, Axioms of Probability 2024-09-10(二) |
| 第 3 週 | Conditional Probability, Independency 2024-09-17(二) |
| 第 4 週 | Discrete Random Variables, Probability Mass Function 2024-09-24(二) |
| 第 5 週 | Expected Value and Moments of Discrete Random Variable 2024-10-01(二) |
| 第 6 週 | Conditional Probability Mass Function, Important Discrete Random Variables 2024-10-08(二) |
| 第 7 週 | Continuous Random Variables, Cumulative Distribution Function, Probability Density Function 2024-10-15(二) |
| 第 8 週 | Important Continuous Random Variables 2024-10-22(二) |
| 第 9 週 | Midterm exam. 2024-10-29(二) |
| 第 10 週 | Functions of a Random Variable, Markov and Chebyshev Inequalities 2024-11-05(二) |
| 第 11 週 | Joint Cumulative Distribution Function, Joint Probability Density Function 2024-11-12(二) |
| 第 12 週 | Joint Moments, Functions of Two Random Variables 2024-11-19(二) |
| 第 13 週 | Conditional Probability, Conditional Expectation 2024-11-26(二) |
| 第 14 週 | Jointly Gaussian Random Variables, Generating Gaussian Random Variables 2024-12-03(二) |
| 第 15 週 | Vector Random Variables, Functions of Several Random Variables 2024-12-10(二) |
| 第 16 週 | Expected Values of Vector Random Variables 2024-12-17(二) |
| 第 17 週 | Final exam. 2024-12-24(二) |
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