生物統計學
Biostatistics
學期
109-1
學分
2
學分
當期課號
A460
永久課號
A1291
開課單位
物理治療暨輔助科技學系
授課教師
陳瓊梅
類別
必修
上課時間表
| 節 | 週一 |
|---|---|
3 10:10–11:00 | 生物統計學 2 節連堂 |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | 1. Introduction: population, sample 2. Data characteristics 3. SPSS |
| 第 2 週 | Descriptive statistics 1. mean, standard deviation 2. median, Q1, Q3 3. coefficient of variation 4. Using SPSS |
| 第 3 週 | Commonly used distributions: 1. Normal and Bernoulli distributions 2. Excel 3. Sampling distribution of sample mean (for continuous data) 4. Binomial distribution (for binary data) |
| 第 4 週 | 1. Law of large number (LLN) 2. Central limit theorem |
| 第 5 週 | Point estimation for the population mean (I) 1. Point estimation and interval estimation 2. One sample inference: mean 3. t-distribution |
| 第 6 週 | Point estimation (II) Two independent samples: difference in means and proportions |
| 第 7 週 | Point estimation for the population proportion (III): 1. One sample: proportion 2. Two independent samples: difference in proportions |
| 第 8 週 | Testing (I) 1. Null hypothesis and alternative hypothesis 2. Significant level 3. P-value, Critical region and critical value |
| 第 9 週 | Testing (II): 1. Procedure of conducting testing 2. Type I error and Type error |
| 第 10 週 | Testing (III): 1. Two-tail test 2. One-tail test; 3. Two-tail testing vs confidence interval |
| 第 11 週 | Two-sample t test |
| 第 12 週 | 1. Two-sample test for the difference in the population proportions 2. Chi-square test 3. odds ratio |
| 第 13 週 | McNemar''s test |
| 第 14 週 | 1. One-way ANOVA vs Kruskal-Wallis test 2. One-way two-group ANOVA vs t-test |
| 第 15 週 | Regression analysis (I) linear association (Pearson''s correlation vs Spearman''a rank correlation) |
| 第 16 週 | Regression analysis (II) linear models (Simple regression model, multiple regression model) |
| 第 17 週 | Logistic regression model |
| 第 18 週 | Final exam |