生物統計學
Biostatistics
| 節 | 週二 |
|---|---|
1 08:00–08:50 | 生物統計學 YB101 2 節連堂 |
2 09:00–09:50 |
* 根據陽明交大上課時間表所列
This course is designed for graduate students who have little knowledge on biostatistics. Emphases are on basic understanding of biostatistics and its applications in the field of physical therapy research. Though it is designed for beginners of biostatistics, the course also covers some advanced statistical methods which are commonly used in physical therapy research. In addition to the knowledge of statistical methodology, the course puts emphasis on building up practical skill on statistical analysis and interpreting the results. Therefore, the course is organized with a mixture of lecture and computer practice mainly by using SPSS.
Not required.
Course evaluation includes computer exercise(20%), mid-term exam(40%), and final exam(40%).
| 週次 | 主題 |
|---|---|
| 第 1 週 | 敍述統計 Descriptive statistics |
| 第 2 週 | 機率與分布 Probability and distribution |
| 第 3 週 | 抽樣分布與統計假說檢定 Sampling Distributions and Hypothesis Testing |
| 第 4 週 | 單組樣本平均值假說檢定 Hypothesis Tests Applied to Means: One Sample |
| 第 5 週 | 二組獨立樣本平均值假說檢定 Hypothesis Tests Applied to Means: Two Independent Samples |
| 第 6 週 | 二組相依樣本平均值假說檢定 Hypothesis Tests Applied to Means: Two Related Samples |
| 第 7 週 | 統計檢力 Power |
| 第 8 週 | 期中考 Mid-term Exam |
| 第 9 週 | 卡方檢定 Chi-square Test |
| 第 10 週 | 變異數分析 Analysis of variance (I) |
| 第 11 週 | 變異數分析(二): 二因子變異數分析、重複測量變異數分析 Analysis of variance (II): Two-way ANOVA, Repeated-Measures ANOVA |
| 第 12 週 | 無母數分析 Nonparametric & Distribution-free Statistical Tests |
| 第 13 週 | 相關、簡單線性迴歸 Correlation, Simple Regression |
| 第 14 週 | 複迴歸 Multiple Regression |
| 第 15 週 | 共變數分析 、多變量變異數分析 ANCOVA & MANOVA |
| 第 16 週 | 期末考 Final Exam |
| 第 17 週 | 羅吉斯迴歸分析 Logistic regression model |
| 第 18 週 | 存活分析, 廣義估計方程式 Survival analysis, Generalized estimating equation (GEE) |
李金泉(2010).易學易用SPSS PASW統計分析實務(二版).新北市:全華。 吳明隆、涂金堂(2012).SPSS與統計應用分析(二版).臺北市:五南。 吳明隆(2010).SPSS操作與應用—變異數分析實務(二版).臺北市:五南。 史麗珠(2013)。進階應用生物統計學—連續資料分析(二版)。臺北市:學富。