### Name: prcomp ### Title: Principal Components Analysis ### Aliases: prcomp prcomp.formula prcomp.default plot.prcomp ### predict.prcomp print.prcomp summary.prcomp print.summary.prcomp ### Keywords: multivariate ### ** Examples require(graphics) ## the variances of the variables in the ## USArrests data vary by orders of magnitude, so scaling is appropriate prcomp(USArrests) # inappropriate prcomp(USArrests, scale = TRUE) prcomp(~ Murder + Assault + Rape, data = USArrests, scale = TRUE) plot(prcomp(USArrests)) summary(prcomp(USArrests, scale = TRUE)) biplot(prcomp(USArrests, scale = TRUE))