週次 |
日期 |
單元主題 |
第1週 |
9/27 |
Chapter 1 Probability Basic Concept
1.1 Properties of Probability
1.2 Methods of Enumeration
STATA16的連結如下:https://www.space.ntu.edu.tw/navigate/s/A39FD125549148CCAD1A5FC1C5C8ADFFQQY |
第2週 |
10/4 |
1.3 Conditional Probability 1.4 Independent Events |
第3週 |
10/11 |
國慶假期 |
第4週 |
10/18 |
2 Discrete Distributions 2.1 Random Variables of the Discrete Type 2.2 Mathematical Expectation |
第5週 |
10/25 |
2.3 Special Mathematical Expectations 2.4 Bernoulli Trials and the Binomial Distribution |
第6週 |
11/1 |
2.5 The Negative Binomial Distribution 2.6 The Poisson Distribution
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第7週 |
11/8 |
3 Continuous Distributions 3.1Random Variables of the Continuous Type 3.2 The Exponential, Gamma, and Chi-Square |
第8週 |
11/15 |
校慶停課 |
第9週 |
11/22 |
Midterm Exam |
第10週 |
11/29 |
3.3 The Normal Distribution Distribution 4 Bivariate Distributions 4.1 Bivariate Distributions of the discrete Type |
第11週 |
12/6 |
4.2 The correlation Coefficient 4.3. Conditional Distribution |
第12週 |
12/13 |
4.4 Bivariate Distributions of the continuous Type
4.5 The Bivariate Normal Distribution |
第13週 |
12/20 |
5 Distributions of Functions of Random Variables 5.1 Functions of One Random Variable
5.2 Transformations of Two Random Variables |
第14週 |
12/27 |
5.2 Transformations of Two Random Variables
5.3 Several Independent Random Variables |
第15週 |
1/3 |
5.4 The Moment-Generating Function Technique 5.5 Random Functions Associated with Normal Distributions |
第16週 |
1/10 |
5.6 The Central Limit Theorem 5.7 Approximations for Discrete Distributions |
第17週 |
1/17 |
Final Exam |