Visualizing PCA in R with ggbiplot: sample scatter, group ellipses, and loading vectors
Overview ggbiplot is a small R package that renders PCA results with ggplot2. It works directly with prcomp() or princomp() outputs and can: Plot samples in the PCA space Color by groups with optional Normal ellipses Display variable loading vectors and an optional correlation circle Produce scree p...