環境統計
Environmental Statistics
| 節 | 週二 |
|---|---|
2 09:00–09:50 | 環境統計 EV307 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 class will cover statistical theory, methods, and analysis program/software used in environmental sciences. We will focus on the differences between statistical techniques for different datasets. Students should preview the reading materials from the online textbook or assigned papers/reviews that are assigned every week. Students will also practice data analysis and complete in-class assignments during the class.
Not required.
Students should preview the reading materials from the online textbook or assigned papers/reviews that are assigned every week. Students will also practice data analysis and complete in-class assignments during the class.
In-class assignment (60%) Reading assignment (40%)
| 週次 | 主題 |
|---|---|
| 第 1 週 | Why do we care about statistics? |
| 第 2 週 | Data and Descriptive Statistics |
| 第 3 週 | Central Limit Theorem |
| 第 4 週 | Hypothesis testing: T test |
| 第 5 週 | ANOVA |
| 第 6 週 | Chi-square Test |
| 第 7 週 | Correlation analysis |
| 第 8 週 | Power and sample size |
| 第 9 週 | Analytical chemical data analysis |
| 第 10 週 | Nonparametric analysis |
| 第 11 週 | Principle Component Analysis I |
| 第 12 週 | Principle Component Analysis II |
| 第 13 週 | Linear regression I |
| 第 14 週 | Linear regression II |
| 第 15 週 | Nonlinear regression I |
| 第 16 週 | Nonlinear regression II |
Statistical Tools for Environmental Quality Measurement (Douglas E. Splitstone and Michael E. Ginevan, 2003, CRC Press LLC). Available online.
- 地點
- 環工館 303 室
- 時間
- By appointment
- 聯絡方式
- cchenwu@nycu.edu.tw