#enter data name1=c(......) name2=c(......) #I will use preloaded data from R library(datasets) speed=cars$speed distance=cars$dist #count home many pairs n=length(speed) #speed2=speed*speed #fit the data fitline=lm(distance~speed) #plot and print plot(speed,distance) abline(fitline) print(fitline) #run a bootastrap nrepl=10000 alpha=.05 aboot=numeric(nrepl) bboot=numeric(nrepl) for(i in 1:nrepl){ #create a bootstrap sample bootid=sample(n,n,replace=TRUE) bootline=lm(distance[bootid]~speed[bootid]) aboot[i]=bootline$coefficient[[2]] bboot[i]=bootline$coefficient[[1]] } #windows() hist(aboot) #windows() hist(bboot) saboot=sort(aboot) sbboot=sort(bboot) print(saboot[round(nrepl*c(alpha/2,.5,1-alpha/2))]) print(sbboot[round(nrepl*c(alpha/2,.5,1-alpha/2))])