Independent solution

How to solve this Sums of Independent Random Variables question

Setup

Setup

Let S be the aggregate and denote the four independent components by X1 through X4.

S=X1+X2+X3+X4S=X_1+X_2+X_3+X_4

Model

Model

Independence makes all pairwise covariance terms zero, so add component variances rather than component standard deviations.

Var(S)=i=14Var(Xi)\operatorname{Var}(S)=\sum_{i=1}^{4}\operatorname{Var}(X_i)
Var(S)=12+22+32+42\operatorname{Var}(S)=1^2+2^2+3^2+4^2

Compute

Compute

Evaluate the variance sum and take its square root.

Var(S)=1+4+9+16=30\operatorname{Var}(S)=1+4+9+16=30
SD(S)=30=5.4772255751\operatorname{SD}(S)=\sqrt{30}=5.4772255751

Answer

Answer

The total standard deviation rounds to 5.5.

5.5(B)\boxed{5.5\quad\text{(B)}}