生物統計學實習與Ｒ語言的運用
Biostatistics in Practice using R Language
學期
113-2
學分
1
學分
當期課號
133020
永久課號
LSGS30018
開課單位
生命科學系暨基因體科學研究所
授課教師
可文亞
校區
陽明
類別
選修
上課時間表
| 節 | 週二 |
|---|---|
9 17:30–18:20 | 生物統計學實習與Ｒ語言的運用 YT202 |
* 根據陽明交大上課時間表所列
概述
This course is designed to introduce and apply R language to learn statistical methods by analyzing real data from various areas in medical and biological sciences. Students will learn how to analyze data and graph the results. This course is an extension of Introduction to Biostatistics – a 2-credit course (course no: 55213). Assessment of a student's performance will be done through the successful completion of assigned homework problems.
評分方式
Attendance 20 pts Assignments 80 pts
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to R language |
| 第 2 週 | Probability (problem set) |
| 第 3 週 | Discrete Probability Distributions I (problem set) |
| 第 4 週 | Discrete Probability Distributions I (problem set) |
| 第 5 週 | Continuous Distributions (problem set) |
| 第 6 週 | Estimation I (problem set) |
| 第 7 週 | Estimation II (problem set) |
| 第 8 週 | midterm exam |
| 第 9 週 | Hypothesis Testing: One-Sample Inference (problem set) |
| 第 10 週 | Hypothesis Testing: Two-Sample Inference (problem set) |
| 第 11 週 | Nonparametric Methods (problem set) |
| 第 12 週 | Hypothesis Testing: Categorical Data (problem set) |
| 第 13 週 | Regression and Correlation Methods I (problem set) |
| 第 14 週 | Regression and Correlation Methods II (problem set) |
| 第 15 週 | Multisample Inference (problem set) |
| 第 16 週 | Final Exam |
教科書
Fundamentals of Biostatistics 8th ed., Authors: Bernard Rosner (歐亞書局)
Office Hours
- 地點
- 圖資大樓 (Library Information Building ) 629
- 時間
- by appointment
- 聯絡方式
- wenko@nycu.edu.tw