R is a free software environment for statistical computing, data analysis, and graphical visualization.
- Basic Syntax: Vectors, lists, matrices, data frames, factors.
- Data Manipulation (
dplyr):filter(),select(),mutate(),summarise(),arrange(). - Data Visualization (
ggplot2): Geoms (lines, bars, scatters), aesthetics mappings, facets, themes. - Statistical Modeling: Linear regression (
lm()), logistic regression (glm()), hypothesis testing, ANOVA.