| 當期課號 |
2022 |
Course Number |
2022 |
| 授課教師 |
謝政勳 |
Instructor |
HSIEH,CHENG HSIUNG |
| 中文課名 |
機率與統計 |
Course Name |
Probabilities and Statistics |
| 開課單位 |
資訊工程系(四日)二B |
Department |
|
| 修習別 |
必修 |
Required/Elective |
Required |
| 學分數 |
3 |
Credits |
3 |
| 課程目標 |
本課程主要介紹基本機率觀念及隨機變數函數，其主要涵蓋的範圍有：
1. 簡介
2. 基本機率
3. 單一隨機變數
4. 隨機變數函數
5. 雙隨機變數
6. 函數及期望值
7. 特徵函數
8. 多隨機變數 |
Objectives |
This course gives an introduction to the concepts of parability and the functions of random Variables. Topics to be covered are:
1. Introduction.
2. Basic Probability.
3. A Single Random Variable.
4. Functions of a Random Variable and Expectations.
5. Two Random Variables.
6. Expectations and Functions.
7. Characteristic Function.
8. Multiple Random Variables. |
| 教材 |
Probabillity, Random Variables, and Random Signal Principles, P.Z. Peebles, Jr. McGraw-Hill, 4th Edition, (開發圖書代理) |
Teaching Materials |
|
| 成績評量方式 |
小考及作業40%, 期中考30%, 期末考30% |
Grading |
Test and home work 40%, Midterm exam. 30%, Final exam. 30% |
| 教師網頁 |
|
| 教學內容 |
1. 基本機率
2. 獨立及二階段實驗
3. 期望值
4. 連續隨機變數
5. 聯合分佈隨機變數
6. 條件機率及極限定理 |
Syllabus |
1. Basic probability
2. Independent trials and 2-stage experiments
3. Expectation
4. Continuous random variablies
5. Jointly distributed random variables
6. Conditional probability and limit theorems |