|
週次 |
日期 |
單元主題 |
|
第1週 |
9/13 |
Introduction |
|
第2週 |
9/20 |
Descriptive statistics |
|
第3週 |
9/27 |
Data visualization |
|
第4週 |
10/04 |
Probability concept |
|
第5週 |
10/11 |
Discrete probability distributions |
|
第6週 |
10/18 |
Continuous probability distributions |
|
第7週 |
10/25 |
Midterm exam |
|
第8週 |
11/01 |
Sampling theory |
|
第9週 |
11/08 |
Sample statistics |
|
第10週 |
11/15 |
Simple linear regression 1: theory |
|
第11週 |
11/22 |
Simple linear regression 2: model goodness of fit |
|
第12週 |
11/29 |
Midterm Exam |
|
第13週 |
12/06 |
Multiple linear regression 1: theory |
|
第14週 |
12/13 |
Multiple linear regression 2: goodness of fit and model selection |
|
第15週 |
12/20 |
Hypothesis testing 1: introduction |
|
第16週 |
12/27 |
Hypothesis testing 2: one sample |
|
第17週 |
1/03 |
Hypothesis testing 3: two samples |
|
第18週 |
1/10 |
Final Exam |