We know that for any random variable Y, the variance of Y is defined as

σY2 = E(Y-E(Y))2 = E(Y2) – [E(Y)]2

a) Apply this formula to the sample mean of a random sample of size n from a population with mean μ and variance σ2, and show that

E( 2) = μ2 + σ2/n

Thanks guys