|
週次 |
日期 |
單元主題 |
|
第1週 |
9/14 |
Chapter 1 Probability Basic Concept
STATA16的連結如下：https://www.space.ntu.edu.tw/navigate/s/3B4CF96138014095B187BE4FFA251448QQY |
|
第2週 |
9/21 |
1.1 Properties of Probability 1.2 Methods of Enumeration |
|
第3週 |
9/28 |
1.3 Conditional Probability 1.4 Independent Events |
|
第4週 |
10/5 |
2 Discrete Distributions 2.1 Random Variables of the Discrete Type 2.2 Mathematical Expectation |
|
第5週 |
10/12 |
2.3 Special Mathematical Expectations 2.4 Bernoulli Trials and the Binomial Distribution |
|
第6週 |
10/19 |
2.5 The Negative Binomial Distribution 2.6 The Poisson Distribution
|
|
第7週 |
10/26 |
The First Midterm Exam |
|
第8週 |
11/2 |
3 Continuous Distributions 3.1Random Variables of the Continuous Type 3.2 The Exponential, Gamma, and Chi-Square |
|
第9週 |
11/9 |
3.3 The Normal Distribution Distribution 4 Bivariate Distributions 4.1 Bivariate Distributions of the discrete Type |
|
第10週 |
11/16 |
4.2 The correlation Coefficient 4.3. Conditional Distribution |
|
第11週 |
11/23 |
4.4 Bivariate Distributions of the continuous Type |
|
第13週 |
12/7 |
Second Midterm Exam |
|
第13週 |
11/30 |
4.5 The Bivariate Normal Distribution
5 Distributions of Functions of Random Variables 5.1 Functions of One Random Variable |
|
第14週 |
12/14 |
5 Distributions of Functions of Random Variables 5.1 Functions of One Random
5.2 Transformations of Two Random Variables |
|
第15週 |
12/21 |
5.2 Transformations of Two Random Variables
5.3 Several Independent Random Variables |
|
第16週 |
12/28 |
5.4 The Moment-Generating Function Technique 5.5 Random Functions Associated with Normal Distributions |
|
第17週 |
1/4 |
5.6 The Central Limit Theorem 5.7 Approximations for Discrete Distributions |
|
第18週 |
1/11 |
Final Exam |