srs.tauhaty2=function(data,x,y,n,taux){ data=as.name(data); x=x; y=y; n=n; taux=taux plot(x,y,main=data) r=sum(y)/sum(x) mux=mean(x) tauhat.y=r*taux s2r=sum((y-r*x)^2)/(n-1) vhat.r=(1/mux^2)*(s2r/n) vhat.tauhat.y=taux^2*vhat.r bound=2*sqrt(vhat.tauhat.y) lower=tauhat.y-bound; upper=tauhat.y+bound cat("","\n","Results from SRS: Data =",data,"\n",'Estimation method = Ratio for total y with unknown N','\n',"n =",n, "\n","Tau y =",tauhat.y,"\n","Vhat tau.y =",vhat.tauhat.y,"\n","Bound =",bound,"\n", "Lower Bound =",lower,"Upper Bound =",upper,"\n","") results=list(r=r,data=data,n=n,vhat.r=vhat.r,bound=bound,lower=lower,upper=upper) } # to use the function with its call: # srs.tauhaty2(data,x,y,n,taux) # data: name of dataset, in quotes # x: vector (data) # y: vector (data) # n: sample size # taux: value of total of X