週次 |
日期 |
單元主題 |
第1週 |
2/23 |
Introduction |
第2週 |
3/01 |
R installation and descriptive statistics |
第3週 |
3/08 |
Data visualization and graphing |
第4週 |
3/15 |
Probability distributions |
第5週 |
3/22 |
Sampling theory and statistics |
第6週 |
3/29 |
Midterm |
第7週 |
4/05 |
Holiday (溫書假) |
第8週 |
4/12 |
Linear Regression: Review |
第9週 |
4/19 |
Midterm Exam Week (no class) |
第10週 |
4/26 |
Multiple linear regression: model checking and inferential tools |
第11週 |
5/03 |
Multiple linear regression: model refinement and variable selection |
第12週 |
5/10 |
Multiple linear regression: conclusion and non-linear models |
第13週 |
5/17 |
Midterm |
第14週 |
5/24 |
Hypothesis testing: review |
第15週 |
5/31 |
Hypothesis testing: one sample |
第16週 |
6/07 |
Hypothesis testing: two or more sample |
第17週 |
6/14 |
Hypothesis testing: nonparametric tests
|
第18週 |
6/21 |
期末考 |