Independent solution

How to solve this Variance and Standard Deviation question

Answer in brief

Independence makes the variance of the annual total equal to 52 times the common weekly variance. Equating this to the annual variance 9 gives weekly variance 9/52 and weekly standard deviation 3 divided by the square root of 52, so choice D is correct.

Setup

Setup

Let W_i denote the amount in week i and let sigma be the common weekly standard deviation.

S=i=152WiS=\sum_{i=1}^{52}W_i
SD(Wi)=σ\operatorname{SD}(W_i)=\sigma

Model

Model

Because the weekly amounts are independent, their variances add in the annual total.

Var(S)=i=152Var(Wi)=52σ2\operatorname{Var}(S)=\sum_{i=1}^{52}\operatorname{Var}(W_i)=52\sigma^2

Compute

Compute

Square the stated annual standard deviation, solve for the weekly variance, and then take its positive square root.

32=52σ23^2=52\sigma^2
σ2=952\sigma^2=\frac{9}{52}
σ=352=0.4160251472\sigma=\frac{3}{\sqrt{52}}=0.4160251472\ldots

Answer

Answer

Each weekly amount has standard deviation 3 divided by the square root of 52.

352(D)\boxed{\frac{3}{\sqrt{52}}\quad\text{(D)}}