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
Self-learning: paper reading
Self-learning: recommanded e-class |
自主學習 內容 |
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