生物統計學
Biostatistics
學期
108-2
學分
3
學分
當期課號
A772
永久課號
A1292
開課單位
生物醫學工程學系
授課教師
陳瓊梅
校區
陽明
類別
必修
上課時間表
| 節 | 週五 |
|---|---|
5 13:20–14:10 | 生物統計學 YT301 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 根據陽明交大上課時間表所列
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction 1. Descriptive statistics 2. statistics in Excel |
| 第 2 週 | 3. Mean, SD, median, IQR, CV 4. SPSS |
| 第 3 週 | Probability 1. normal distribution 2. Bernoulli distribution 3 Law of large numbers 4. Central limit theorem |
| 第 4 週 | Estimation 1. Point estimation and confidence interval estimation 2. Inference of the population mean 3. One-sample data and 4. t distribution |
| 第 5 週 | Tomb Sweeping Day |
| 第 6 週 | 1. Comparison of two population means 2. two-independent sample 2.1 population variance are known 2.2 population variance are unknown |
| 第 7 週 | Inference of population rate 1. One-sample case 2. two-sample case |
| 第 8 週 | Testing 1. Hypotheses 2. significance level 3. p-value 4. procedure of testing |
| 第 9 週 | 5.One sample case 6. Types 1 and 2 errors 6. two-sample case 6.1 population variance are known 6.2 population variance are unknown |
| 第 10 週 | Testing for population rate 1. One-sample case 2. two-sample case |
| 第 11 週 | 水上運動會 |
| 第 12 週 | ANOVA Linear associaiton |
| 第 13 週 | Midterm exam |
| 第 14 週 | Linear model analysis 1. simple regression model 2. multiple regression model |
| 第 15 週 | Logistic regression model |
| 第 16 週 | Survival analysis |
| 第 17 週 | Miscellaneous |
| 第 18 週 | Final exam |