機率與統計
Probability and Statistics
學期
112-2
學分
3
學分
當期課號
910148
永久課號
SESE20154
開課單位
系統工程與科技學士學位學程
授課教師
賴泰宏
類別
必修
上課時間表
| 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
概述
1. This course aims to provide students with a solid foundation in elementary probability and statistics, emphasizing both theoretical concepts and practical applications. 2. Students will develop the skills necessary for data analysis and decision-making through real-world examples.
先修科目
Calculus
教學方式
1. https://www.probabilitycourse.com/ 2. https://oli.cmu.edu/courses/probability-statistics-open-free/# 3. https://ipsur.org/
評分方式
1. Quizzes (20%) 2. Class Participation (10%) 3. Midterm Examination (30%) 4. Final Examination (40%)
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction |
| 第 2 週 | Experiments, Events, and Their Probabilities (1/2) |
| 第 3 週 | Experiments, Events, and Their Probabilities (2/2) |
| 第 4 週 | Random Variables and Their Distributions (1/2) |
| 第 5 週 | Random Variables and Their Distributions (2/2) |
| 第 6 週 | Continuous Random Variables (1/3) |
| 第 7 週 | Continuous Random Variables (2/3) |
| 第 8 週 | Continuous Random Variables (3/3) |
| 第 9 週 | Midterm Examination |
| 第 10 週 | Multiple Random Variables (1/3) |
| 第 11 週 | Multiple Random Variables (2/3) |
| 第 12 週 | Multiple Random Variables (3/3) |
| 第 13 週 | The Sample Mean and Limit Theorems (1/2) |
| 第 14 週 | The Sample Mean and Limit Theorems (1/2) |
| 第 15 週 | Estimation (1/2) |
| 第 16 週 | Estimation (2/2) |
| 第 17 週 | Statistics Using R |
| 第 18 週 | Final Examination |
教科書
Shaou-Gang Miaou, Fundamentals of Probability and Statistics, 3/e, Gau-Lih Books, 2024.
Office Hours
- 地點
- Research Building R-270
- 時間
- Friday 505, 506
- 聯絡方式
- Discord: taihunglai Email: sudolai@nycu.edu.tw