當期課號 | 2318 | Course Number | 2318 |
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授課教師 | 姚志佳 | Instructor | YAO,CHIH CHIA |
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A | 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 | Walpole, Myers, Myers and Ye, "Probability & statistics for engineers and scientists" | Teaching Materials | Walpole, Myers, Myers and Ye, "Probability & statistics for engineers and scientists" |
成績評量方式 | 平時成績20%,期中考50%,期末考30% | Grading | Tests and homeworks 20%, midterm 50%, final 30% |
教師網頁 | http://www.cyut.edu.tw/~ccyao | ||
教學內容 | 1. 統計學與資料分析介紹 2. 機率 3. 隨機變數與機率分佈 4. 數學期望值 5. 離散機率分佈 6. 連續機率分佈 7. 隨機變數的函數 8. 基本抽樣分佈與資料敘述 9. 單樣本和雙樣本的推定問題 |
Syllabus | 1. Introduction to statistics and data analysis 2. Probability 3. Random variables and probability distributions 4. Mathematical expectation 5. Some discrete probability distributions 6. Some continuous probability distributions 7. Functions of random variables 8. Fundamental sampling distributions and data descriptions 9. One and two sample estimation problems |