wo =c(2.2,2.2,2.4,2.4,2.5,2.7,2.8,2.9,3.03,3.03,3.1,3.37,3.4,3.4,3.4,3.5,3.6,3.7,3.7,3.7,3.7,3.77,5.28,28.95) woo=c(2.2,2.2,2.4,2.4,2.5,2.7,2.8,2.9,3.03,3.03,3.1,3.37,3.4,3.4,3.4,3.5,3.6,3.7,3.7,3.7,3.7,3.77,5.28) library(MASS) wo =sort(wo) n =length(wo) wo = wo[-n] xmu = seq(-10,10,length=100) mm = md = qr = rep(0,100) for(i in 1:100) { dc=c(wo,xmu[i]) mm[i] =n*( sd(dc)- sd(wo)) md[i]= n*( mad(dc)- mad(wo)) qr[i]=n*( IQR(dc)- IQR(wo)) } plot(xmu,mm, main=" Sensitivity Analysis",ylim=c(-4,8),xlim=c(-10,10),type="l") lines(xmu,md,lty=2) lines(xmu,qr, lty=3) legend(-10,8,c("STD","MADN","InterQR"),lty =c(1,2,3))