Info | Data & R program

資料處理和 R program 的教學 (by UBC ECOSCOPE)

目前先放連結，之後會另外寫上課筆記。

如何安裝 R program，請參考此頁：Setup Instructions

如果是用 R Studio 的話，可以轉換不同的 R version，請參考這篇：How to use different versions of R


Introduction to R Workshop Series (link)

Part 1: R Studio, build-in data & data functions（筆記：R | 常用基本語言）
Part 2: ggplot（筆記：R | ggplot）
Part 3: data frame, data manipulation（筆記：R | Data manipulation)


Working with data (link)

Part 1: data frame, data manipulation (same as Intro to R, Part 3)
Part 2: more data manipulation
Part 3: tidy data


Graphics with ggplot (link)

Part 1: R Graphics with Ggplot2 - Day 1（筆記：Point plot & Box plot；Histogram & Bar graph）
Part 2: R Graphics with Ggplot2 - Day 2
Part 3: R Graphics with Ggplot2 - Day 3


Statistical Models Workshop Series (link)

Part 1: Analysis of Variance (ANOVA) in R
Part 2: Linear Regression and Linear Mixed Effects Models
Part 3: Generalized Linear Models


Other Resources:

R for Data Science