|
週次 |
日期 |
單元主題 |
|
第1週 |
9/15 |
Introduction
Chapter 1. Probability
1.1 Basic Concepts
|
|
第2週 |
9/22 |
1.2 Properties of Probability
1.3 Methods of Enumeration
|
|
第3週 |
9/29 |
1.4 Conditional Probability
1.5 Independent Events
|
|
第4週 |
10/06 |
2 Discrete Distributions
2.1 Random Variables of the Discrete Type
2.2 Mathematical Expectation
|
|
第5週 |
10/13 |
2.3 The Mean, Variance, and Standard Deviation
2.4 Bernoulli Trials and the Binomial Distribution
|
|
第6週 |
10/20 |
第一次期中考 |
|
第7週 |
10/27 |
2.5 The Moment-Generating Function
2.6 The Poisson Distribution
|
|
第8週 |
11/03 |
3 Continuous Distributions
3.1 Continuous-Type Data
3.2 Exploratory Data Analysis
|
|
第9週 |
11/10 |
3.3 Random Variables of the Continuous Type
3.4 The Uniform and Exponential Distributions
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|
第10週 |
11/17 |
3.5 The Gamma and Chi-Square Distributions
3.6 The Normal Distribution
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|
第11週 |
11/24 |
4 Bivariate Distributions
4.1 Distributions of Two Random Variables
4.2 The Correlation Coefficient
|
|
第12週 |
12/01 |
第二次期中考 |
|
第13週 |
12/08 |
4.3 Conditional Distributions
4.4 The Bivariate Normal Distribution
|
|
第14週 |
12/15 |
5 Distributions of Functions of Random Variables
5.1 Functions of One Random Variable
5.2 Transformations of Two Random Variables
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|
第15週 |
12/22 |
5.3 Several Independent Random Variables
5.4 The Moment-Generating Function Technique
|
|
第16週 |
12/29 |
5.5 Random Functions Associated with Normal Distributions
5.6 The Central Limit Theorem
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|
第17週 |
1/05 |
5.7 Approximations for Discrete Distributions
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|
第18週 |
1/12 |
期末考試 |