Independent solution

How to solve this Geometric Distribution question

Setup

Setup

Recognize the probability law as a geometric failure count with success probability p=1/5 and failure probability q=4/5.

Pr(X=x)=pqx,x=0,1,2,\Pr(X=x)=p q^x,\qquad x=0,1,2,\ldots
p=15,q=45p=\frac15,\qquad q=\frac45

Model

Model

Given that the failure count exceeds one, at least two failures have occurred. The additional failure count has the original geometric law.

(X2X>1)=dX(X-2\mid X>1)\overset{d}=X
Var(XX>1)=Var(X)\operatorname{Var}(X\mid X>1)=\operatorname{Var}(X)

Compute

Compute

Use the variance formula for a geometric failure count.

Var(X)=qp2\operatorname{Var}(X)=\frac{q}{p^2}
Var(XX>1)=4/5(1/5)2=20\operatorname{Var}(X\mid X>1)=\frac{4/5}{(1/5)^2}=20

Answer

Answer

The conditional variance is 20.

20(C)\boxed{20\quad\text{(C)}}