生物統計學
Introduction to Biostatistics
| 節 | 週二 |
|---|---|
7 15:30–16:20 | 生物統計學 YT202（陽明） 2 節連堂 |
8 16:30–17:20 |
* 根據陽明交大上課時間表所列
Topics covered: 1. Introduction to Statistics and Data Types 2. R Language 3. Probability and Distribution 4. Law of Large Numbers and Central Limit Theorem 5. One-Sample Tests of Hypothesis 6. Tests of Hypothesis Involving Two samples 7. k-Sample Tests of Hypothesis: ANOVA 8. Two-Factor Analysis 9. Linear Regression and Correlation 10. Goodness of Fit Tests for Categorical Data
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This is an introductory statistical course for the undergraduate students majoring in biology related fields. The course will introduce elementary methods for analyzing and presenting biological data. This course will not emphasize formulae derivations; instead, will focus on the application of statistical ideas and methods to the design and interpretation of data. Assessment of a student's performance will be done through the use of problem-oriented, in-class tests, successful completion of assigned homework problems, and their ability to present problem solutions to the class during problem-solving sessions.
Attendance 20 pts Midterm exam 40 pts Final exam 40 pts
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction of Biostatistics 2022/02/15 |
| 第 2 週 | Descriptive Statistics 2022/02/22 |
| 第 3 週 | Probability 2022/03/01 |
| 第 4 週 | Discrete Probability Distributions 2022/03/08 |
| 第 5 週 | Continuous Distributions 2022/03/15 |
| 第 6 週 | Estimation (I) 2022/03/22 |
| 第 7 週 | 校際活動週(放假一天) 2022/03/29 |
| 第 8 週 | Estimation (II) 2022/04/05 |
| 第 9 週 | Hypothesis Testing: One-Sample Inference 2022/04/12 |
| 第 10 週 | Hypothesis Testing: Two-Sample Inference 2022/04/19 |
| 第 11 週 | Nonparametric Methods 2022/04/26 |
| 第 12 週 | Hypothesis Testing: Categorical Data 2022/05/03 |
| 第 13 週 | Regression and Correlation Methods I 2022/05/10 |
| 第 14 週 | Regression and Correlation Methods II 2022/05/17 |
| 第 15 週 | Multisample Inference I 2022/05/24 |
| 第 16 週 | Multisample Inference II 2022/05/31 |
| 第 17 週 | 彈性補充教學 2022/06/07 |
| 第 18 週 | 彈性補充教學 2022/06/14 |
Fundamentals of Biostatistics 8th ed., Authors: Bernard Rosner (歐亞書局)
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