生醫統計學
Biomedical Statistics
| 節 | 週四 |
|---|---|
2 09:00–09:50 | 生醫統計學 EE118（光復） 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
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.
None
無備註
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Weekly homework problems, 100%
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction, study types (Chapters 1-2) |
| 第 2 週 | Study types (Chapter 2) Descriptive Statistics (Chapter 3) |
| 第 3 週 | Descriptive Statistics (Chapter 3) |
| 第 4 週 | Descriptive Statistics (Chapter 3) Statistical Inference: Populations and Samples (Chapter 4) |
| 第 5 週 | Probability, probability distributions, normal distribution (Chapter 4) |
| 第 6 週 | normal distribution, hypothesis testing and confidence intervals (Chapter 4) |
| 第 7 週 | hypothesis testing and confidence intervals , sampling without replacement, permutations and combinations (Chapter 4) |
| 第 8 週 | One and two sample inference, variable independence (Chapter 5) |
| 第 9 週 | variable independence, sample size calculations (Chapter 5) |
| 第 10 週 | binomial random variables, comparing two proportions (Chapter 6) |
| 第 11 週 | comparing two proportions, relative risk (Chapter 6) |
| 第 12 週 | relative risk , screening and diagnosis (Chapter 6) |
| 第 13 週 | Poisson distribution (Chapter 6) Linear regression (Chapter 9) |
| 第 14 週 | Linear regression (Chapter 9) |
| 第 15 週 | Linear regression (Chapter 9) Nonlinear regression |
| 第 16 週 | random simulation, review |
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 NCTU library)
- 地點
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- 聯絡方式
- E-mail: ngchen@nycu.edu.tw Phone: 54515