週次 |
日期 |
單元主題 |
第1週 |
|
Set theory and probability axioms |
第2週 |
|
Conditional probability and indpendence |
第3週 |
|
Sequential experiment and couting method |
第4週 |
|
Random variable |
第5週 |
|
Discrete random variables |
第6週 |
|
Average, conditional PMF and expectation |
第7週 |
|
Introduciton to continuous random variables |
第8週 |
|
Spring break |
第9週 |
|
Continuous random variables |
第10週 |
|
Derived random variable |
第11週 |
|
Pair of random variables: joint CDF and PDF |
第12週 |
|
Pairs of random variable: correlation and condition by a random variable |
第13週 |
|
Bivariate Gaussian random variable and sum of random variables |
第14週 |
|
Moment generation function and random sum |
第15週 |
|
Central limit theorem and parameter estimation |
第16週 |
|
Point Estimate and Confidence interval |
第17週 |
|
Hypothesis testing |