生醫統計學
Biomedical Statistics
學期
113-2
學分
3
學分
當期課號
545457
永久課號
EEBM30015
開課單位
生醫工程研究所
授課教師
陳稷康
校區
光復
類別
選修
上課時間表
| 節 | 週四 |
|---|---|
2 09:00–09:50 | 生醫統計學 EDB01 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
概述
This course will cover the application of statistics for the conduct of biomedical research. Starting from fundamentals, the practical application of statistical concepts to solving problems one can expect in the research lab will be covered.
先修科目
None
評分方式
Weekly homework problems, 100%
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction, study types (Chapters 1-2) |
| 第 2 週 | Descriptive Statistics (Chapter 3) |
| 第 3 週 | Statistical Inference: Populations and Samples (Chapter 4) |
| 第 4 週 | Probability, probability distributions, normal distribution (Chapter 4) |
| 第 5 週 | hypothesis testing and confidence intervals (Chapter 4) |
| 第 6 週 | One and two sample inference, variable independence (Chapter 5) |
| 第 7 週 | Holiday |
| 第 8 週 | Binomial random variables (Chapter 6) |
| 第 9 週 | comparing two proportions (Chapter 6) |
| 第 10 週 | comparing two proportions, relative risk, sensitivity and specificity (Chapter 6) |
| 第 11 週 | Poisson random variables and reliability (Chapter 6) |
| 第 12 週 | Linear regression (Chapter 9) |
| 第 13 週 | Nonlinear regression, outliers, cryptography |
| 第 14 週 | Nonparametric statistics (Chapter 8) and additional tests |
| 第 15 週 | ANOVA, multiple comparisons problem |
| 第 16 週 | final exam week (no class) |
教科書
van Belle G, Fisher LD, Heagerty PJ, Lumley T. Biostatistics: A Methodology for the Health Sciences, Second Edition. Hoboken, NJ, USA: John Wiley & Sons, Inc., 2004. (available electronically from NYCU library)
Office Hours
- 聯絡方式
- E-mail: ngchen@nycu.edu.tw Phone: 54515