課程將介紹實驗設計與取樣的原則，比較與討論各種統計方法的應用，並介紹近年來新興的統計方法。課程將涵蓋實驗設計、統計派別介紹、探索性資料分析、迴歸分析、變異數分析、類別資料分析與多變數分析。The course will introduce the principles of experimental design and sampling, compare and discuss the application of various statistical methods, and introduce emerging statistical methods in recent years. The course will cover experimental design, introduction to statistical schools, exploratory data analysis, regression analysis, variation analysis, categorical data analysis and multivariate analysis.
Gotelli, N. J. and Ellison, A. M. 2012. A primer of ecological statistics. Second Edition. Sinauer Associates Inc., Sunderland.
Legendre, P. and Legendre, L. 2013. Numerical Ecology. Third Edition. Elsevier, Amsterdam.
Gotelli, N. J. and Ellison, A. M. 2012. A primer of ecological statistics. Second Edition. Sinauer Associates Inc., Sunderland.
Legendre, P. and Legendre, L. 2013. Numerical Ecology. Third Edition. Elsevier, Amsterdam.
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 期中考期中考 midterm exam |
20 | |
| 期末考期末考 final exam |
20 | |
| 期中報告期中報告 interim report |
20 | |
| 期末報告期末報告 Final report |
25 | |
| 作業與課堂討論作業與課堂討論 Assignments and class discussions |
10 |
