機率
Probability
學期
114-1
學分
3
學分
當期課號
515109
永久課號
EEEC10006
開課單位
電機工程學系
授課教師
林詩淳
校區
光復
類別
必修
上課時間表
| 節 | 週二 | 週五 |
|---|---|---|
2 09:00–09:50 | 機率 ED202 | |
5 13:20–14:10 | 機率 ED202 2 節連堂 | |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
概述
Probability and statistics: concepts and calculations.
先修科目
Linear Algebra, Calculus
教學方式
E3 NYCU web
評分方式
Assignments: 10 %, Midterm: 40%, Final : 50%
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Applying Set Theory to Prob. Prob. Axioms Conditional Probability Partitions and the Law of Total Prob. Independence |
| 第 2 週 | Applying Set Theory to Prob. Prob. Axioms Conditional Probability Partitions and the Law of Total Prob. Independence |
| 第 3 週 | Tree Diagrams Counting Methods Independent Trials |
| 第 4 週 | Prob. Mass Func. Func. of Discrete Random Variables Cumulative Distribution Functions Avg. and Exptected Values Funcs. of a Random Variable Expected Valus of Derived Random Variables Variances and Standard Deviation |
| 第 5 週 | Prob. Mass Func. Func. of Discrete Random Variables Cumulative Distribution Functions Avg. and Exptected Values Funcs. of a Random Variable Expected Valus of Derived Random Variables Variances and Standard Deviation |
| 第 6 週 | Continuous Random Variables The Culmulative distruction func. of Continuous RV Prob. Density Functions Expected Values of Continous Random Variables Families of Continous RVs Gussian RV Delta Func., Mixed RVs |
| 第 7 週 | Continuous Random Variables The Culmulative distruction func. of Continuous RV Prob. Density Functions Expected Values of Continous Random Variables Families of Continous RVs Gussian RV Delta Func., Mixed RVs |
| 第 8 週 | Continuous Random Variables The Culmulative distruction func. of Continuous RV Prob. Density Functions Expected Values of Continous Random Variables Families of Continous RVs Gussian RV Delta Func., Mixed RVs |
| 第 9 週 | Joint CDF Joint Prob. Mass Func(PMF) Marginal PMF Joint PDF Marginal PDF Independent RV Expected Values of a func. of two RVs Correlation, Covariance, Independence |
| 第 10 週 | Joint CDF Joint Prob. Mass Func(PMF) Marginal PMF Joint PDF Marginal PDF Independent RV Expected Values of a func. of two RVs Correlation, Covariance, Independence |
| 第 11 週 | Joint CDF Joint Prob. Mass Func(PMF) Marginal PMF Joint PDF Marginal PDF Independent RV Expected Values of a func. of two RVs Correlation, Covariance, Independence |
| 第 12 週 | Joint CDF Joint Prob. Mass Func(PMF) Marginal PMF Joint PDF Marginal PDF Independent RV Expected Values of a func. of two RVs Correlation, Covariance, Independence |
| 第 13 週 | Continous Func. of Two Continuous RVs Conditioning by a RV |
| 第 14 週 | Central Limit Theorem Deviation of a RV from the expected value The law of large number |
| 第 15 週 | Central Limit Theorem Deviation of a RV from the expected value The law of large number |
| 第 16 週 | Optional Topics |
| 第 17 週 | |
| 第 18 週 |
教科書
Probability & Stochastic Process 3/e, Yates
Office Hours
- 地點
- ED503
- 時間
- by appointment
- 聯絡方式
- hdtd5746@gmail.com