|
週次 |
日期 |
單元主題 |
|
第1週 |
9/18 |
Introduction |
|
第2週 |
9/25 |
Chapter 1. Probability
1.1 Basic Concepts
1.2 Properties of Probability
1.3 Methods of Enumeration
|
|
第3週 |
10/02 |
1.3 Methods of Enumeration
1.4 Conditional Probability
1.5 Independent Events
|
|
第4週 |
10/09 |
1.6 Bayes’s Theorem
Chapter 2. Discrete Distributions
2.1 Random Variables of the Discrete Type
|
|
第5週 |
10/16 |
2.2 Mathematical Expectation
2.3 The Mean, Variance, and Standard Deviation
2.4 Bernoulli Trials and Binomial Deviation
|
|
第6週 |
10/23 |
2.4 Bernoulli Trials and Binomial Deviation
2.5 The Moment-Generating Function
2.6 The Poisson Distribution
|
|
第7週 |
10/30 |
小考
Chapter3 Continuous Distributions
3.1 Continuous-Type Data
|
|
第8週 |
11/06 |
3.2 Random Variables of the Continuous Type
3.3 The Uniform and Exponential Distributions
|
|
第9週 |
11/13 |
期中考(1.1 ~ 3.3) |
|
第10週 |
11/20 |
3.4 The Gamma and Chi-Square Distributions
3.5 Distributions of Functions of a Random Variable
|
|
第11週 |
11/27 |
Chapter 4. Multivariate Distributions
4.1 Distributions of Two Random Variables
4.2 The Correlation Coefficient
|
|
第12週 |
12/04 |
4.3 Conditional Distributions
4.4 Transformations of Random Variables
|
|
第13週 |
12/11 |
4.4 Transformations of Random Variables
4.5 Several Independent Random Variables
4.6 Distributions of Sums of Independent Random Variables
|
|
第14週 |
12/18 |
4.6 Distributions of Sums of Independent Random Variables
4.7 Chebyshev’s Inequality and Convergence in Probability
|
|
第15週 |
12/25 |
小考
Chapter 5 The Normal Distribution
5.1 A brief History of Probability
5.2 The Normal Distribution
|
|
第16週 |
1/01 |
開國紀念日(放假一天) |
|
第17週 |
1/08 |
5.3 Random Functions Associated with Normal Distributions
5.4 The Central Limit Theorem
5.5 Approximations for Discrete Distribution
|
|
第18週 |
1/15 |
期末考 |