生物統計學
Introduction to Biostatistics
| 節 | 週二 |
|---|---|
7 15:30–16:20 | 生物統計學 YT202 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
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.
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction of Biostatistics |
| 第 2 週 | Descriptive Statistics |
| 第 3 週 | Probability |
| 第 4 週 | Discrete Probability Distributions |
| 第 5 週 | Continuous Distributions |
| 第 6 週 | Estimation (I) |
| 第 7 週 | 校際活動週(放假一天) |
| 第 8 週 | Estimation (II) |
| 第 9 週 | Hypothesis Testing: One-Sample Inference |
| 第 10 週 | Hypothesis Testing: Two-Sample Inference |
| 第 11 週 | Nonparametric Methods |
| 第 12 週 | Hypothesis Testing: Categorical Data |
| 第 13 週 | Regression and Correlation Methods I |
| 第 14 週 | Regression and Correlation Methods II |
| 第 15 週 | Multisample Inference I |
| 第 16 週 | Multisample Inference II |
| 第 17 週 | 彈性補充教學 |
| 第 18 週 | 彈性補充教學 |
Fundamentals of Biostatistics 8th ed., Authors: Bernard Rosner (歐亞書局)