生物統計學
Biostatistics
| 節 | 週五 |
|---|---|
5 13:20–14:10 | 生物統計學 YD214 2 節連堂 |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
1. 統計學概論 2. 敘述統計學 3. 電腦在統計上之應用 4. 資料準備 5. 統計推論 6. 平均值的比較-t檢定 7. 單因子變異數分析(ANOVA) 8. 類別資料的比較-卡方檢定 9. 相關與迴歸 10. 無母數分析 11. 信度檢定 12. 多變項統計分析 13. 臨床試驗資料之統計分析 14. 選擇適當的統計方法(1)Introduction (2)descriptive statistics (3)Statistics with a computer (4)Data preparation (5)Statistical inference (6)Comparison of group mean – the t test (7)One-way ANOVA (8)Analysis of frequencies – the X2 test (9)Regression and correlation (10)Non-parametric tests of significance (11)Statistical measures of reliability (12)Multivariate analysis (13)Clinical trial – statistical aspect (14)Choosing the statistical method
1. 使學生瞭解生物統計學之目的及應用時機 2. 使學生瞭解生物統計學之基本概念與限制 3. 使學生能夠執行統計學之分析方法 4. 使學生能夠解讀、比較及討論統計之結果 After completing this course the student should be able to: 1. Understand the purposes and applications of biostatistics. 2. Understand the basic concepts and theories of biostatistics. 3. Comprehend the methodology commonly used in biostatistics. 4. Present and interpret the results of biostatistics.
1. 期中考試30% 2. 期末考試40% 3. 隨堂考試及課堂討論參與30%1. Mid-term examination 30%, 2. Final examination 40%, 3. Quiz and class participation 30%
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction |
| 第 2 週 | Descriptive statistics |
| 第 3 週 | Statistics with a computer |
| 第 4 週 | Data preparation |
| 第 5 週 | Principles of statistical analysis & Statistical inference |
| 第 6 週 | Comparison of group mean – the t test |
| 第 7 週 | SPSS Lab (I) |
| 第 8 週 | Analysis of Variance (ANOVA) |
| 第 9 週 | Mid-term exam. |
| 第 10 週 | Analysis of frequencies – the X2 test |
| 第 11 週 | Correlation |
| 第 12 週 | Regression |
| 第 13 週 | Non-parametric tests of significance |
| 第 14 週 | Multifactorial analysis (I) |
| 第 15 週 | SPSS Lab (II) |
| 第 16 週 | Final exam. |
| 第 17 週 | Clinical trial – statistical aspect (online lecture) |
| 第 18 週 | Multifactorial analysis (II) (online lecture) |
1. Moore DS. McCabe GP. Craig BA. Introduction to the practice of statistics. 7th edition, WH Freeman and Conpany, 2012. 2. Altman DG. Practical statistics for medical research. Chapman & Hall, 1996. 3. Portney LG. Watkins MP. Foundations of clinical research – Applications to Practice. Appleton & Lange, Norwalk, Connecticut, 2000.