set.seed(123456) par(mfrow=c(2,2)) vbar10<-numeric(10000) for(j in 1:10000) { sample<-rnorm(10,10,2) vbar10[j] <-var(sample) } (mean(vbar10)) (var(vbar10)) hist(vbar10, freq=F, xlab="", breaks=100) par(new=T) plot(density(vbar10), axes=F, main="", col="blue") vbar20<-numeric(10000) for(j in 1:10000) { sample<-rnorm(20,10,2) vbar20[j] <-var(sample) } (mean(vbar20)) (var(vbar20)) hist(vbar20, freq=F, xlab="", breaks=100) par(new=T) plot(density(vbar20), axes=F, main="", col="blue") vbar30<-numeric(10000) for(j in 1:10000) { sample<-rnorm(30,10,2) vbar30[j] <-var(sample) } (mean(vbar30)) (var(vbar30)) hist(vbar30, freq=F, xlab="", breaks=100) par(new=T) plot(density(vbar30), axes=F, main="", col="blue") vbar100<-numeric(10000) for(j in 1:10000) { sample<-rnorm(100,10,2) vbar100[j] <-var(sample) } (mean(vbar100)) (var(vbar100)) hist(vbar100, freq=F, xlab="", breaks=100) par(new=T) plot(density(vbar100), axes=F, main="", col="blue")