課程介紹
(中) 統計學對於詮釋生物資料很重要。這門課程將提供學生以實作的方式來學習統計學重要的概念與學習如何利用R 語言(一種免費的統計軟體)來處理真實的問題。
(Eng.) Statistics is essential for interpreting biological data. This course will offer students a practical way to learn important concepts of Statistics and to learn how to deal with real problems with R, a free software for statistical analysis and graphics.
教科書:
Introductory Statistics with R by Peter Dalgaard (2008)
教學進度:
(中)
01 R語言簡介
02 R語言基礎 (資料型態)
03 R語言基礎 (基本操作)
04 R語言基礎 (讀寫資料)
05 R語言基礎 (控制結構)
06 R語言基礎 (函數)
07 R語言基礎 (迴圈函數)
08 機率與分佈
09 期中考
10 敘述性統計與繪圖
11 敘述性統計與繪圖
12 單樣本與雙樣本統計檢定
13 單樣本與雙樣本統計檢定
14 變異數分析
15 變異數分析
16 表列數據
17 回歸分析與關聯分析
18 期末考
(英)
01 Introduction to R
02 R language essentials (Data types)
03 R language essentials (Basic operations)
04 R language essentials (Reading and writing data)
05 R language essentials (Control structures)
06 R language essentials (Functions)
07 R language essentials (Loop functions)
08 Probability and distributions
09 Midterm examination
10 Descriptive statistics and graphics
11 Descriptive statistics and graphics
12 One- and two-sample tests
13 One- and two-sample tests
14 ANOVA
15 ANOVA
16 Tabular data
17 Regression and Correlation
18 Final examination
本課程不開放報名