Independent solution

How to solve this Conditional Variance question

Setup

Setup

Keep only joint cells whose two counts sum to two.

(N,S){(0,2),(1,1),(2,0)}(N,S)\in\{(0,2),(1,1),(2,0)\}
0.10+0.18+0.12=0.400.10+0.18+0.12=0.40

Model

Model

Normalize the three retained masses to obtain the conditional distribution of N.

Pr(N=0N+S=2)=0.25\Pr(N=0\mid N+S=2)=0.25
Pr(N=1N+S=2)=0.45\Pr(N=1\mid N+S=2)=0.45
Pr(N=2N+S=2)=0.30\Pr(N=2\mid N+S=2)=0.30

Compute

Compute

Calculate the first two conditional moments and subtract the squared mean.

E[NN+S=2]=0.45+2(0.30)=1.05E[N\mid N+S=2]=0.45+2(0.30)=1.05
E[N2N+S=2]=0.45+4(0.30)=1.65E[N^2\mid N+S=2]=0.45+4(0.30)=1.65
Var(NN+S=2)=1.65(1.05)2=0.5475\operatorname{Var}(N\mid N+S=2)=1.65-(1.05)^2=0.5475

Answer

Answer

The conditional variance rounds to 0.55.

0.55(B)\boxed{0.55\quad\text{(B)}}