RWorkshop
1
Welcome
2
Installing R/RStudio
2.1
To download R
2.2
To download R Studio
3
Data Structure and Basic Progamming in RStudio
4
Data Visualization
5
Basic Statistical Analysis
5.1
Analysis of Variance (ANOVA)
5.1.1
One-Way ANOVA
5.1.2
TWO-Way ANOVA
6
Introduction to Species Distribution Modeling
6.0.1
Downloading the Species Data
6.0.2
Cleaning the coordinates and checking for outliers
6.0.3
Download Climate data
6.0.4
Generate Background data
6.0.5
Extract the environmental data for the Mona coordinate
6.0.6
Test for Multicollinearity
6.0.7
Model selection
6.0.8
Fitting the model
6.0.9
Model evaluation and validation
6.0.10
Map prediction
7
Resources and References
Published with bookdown
R Programming for Statistical Analysis
Chapter 3
Data Structure and Basic Progamming in RStudio