Independent solution

How to solve this Law of Total Probability question

Setup

Setup

Let x be the prior probability that a policyholder is from territory X, and let N denote no claims.

Pr(X)=x,Pr(Xc)=1x\Pr(X)=x,\qquad \Pr(X^c)=1-x

Model

Model

Use total probability to recover the unknown territory mix.

0.20=0.15x+0.40(1x)0.20=0.15x+0.40(1-x)

Compute

Compute

Solve for the prior, then apply Bayes' theorem.

0.25x=0.20,x=0.800.25x=0.20,\qquad x=0.80
Pr(XN)=0.15(0.80)0.20=0.60\Pr(X\mid N)=\frac{0.15(0.80)}{0.20}=0.60

Answer

Answer

The posterior territory-X probability is 0.60.

0.60(D)\boxed{0.60\quad\text{(D)}}