| 週次 |
授課內容 |
| 第1週 |
Introduction & Orientation |
| 第2週 |
Descriptive statistics |
| 第3週 |
Theoretical probability distribution |
| 第4週 |
Sampling distribution |
| 第5週 |
Estimation & Statistical inference; Rules of hypothesis testing |
| 第6週 |
Comparisons of means: two independent sample t-test |
| 第7週 |
Comparisons of means: one sample t-test & paired t-test |
| 第8週 |
Comparisons of means: one-way analysis of variance (one-way ANOVA) |
| 第9週 |
Mid-term exam |
| 第10週 |
Non-parametric methods |
| 第11週 |
Categorical data analysis: contingency tables, chi-square test, and Fisher’s exact test |
| 第12週 |
Correlation & univariable linear regression analysis |
| 第13週 |
Multivariable linear regression analysis |
| 第14週 |
Binary logistic regression analyses |
| 第15週 |
Introduction of survival analysis |
| 第16週 |
Final exam
|
自主學習 內容 |
   02.閱覽產業及學術相關多媒體資料 Self-learning: recommended e-class |