library(corrgram) xx <- data.frame(a=c(1,2,3,4,5), b=c(2,1,4,3,5)) mean(xx$b) corelation <- cor(xx, use = "complete.obs") print(corelation) plot(xx) li <- lm(b~a, data=xx) abline(li) corrgram(xx, main="Korrelogramm", lower.panel=panel.pts, upper.panel=panel.cor)