Independent solution

How to solve this Uniform Distribution question

Answer in brief

The stated moments identify a uniform interval from 7 to 10. Conditioning on survival past 7.5 restricts the possible interval to length 2.5, while continuing past 9 leaves length 1, so the conditional probability is 1/2.5=0.40 and choice B is correct.

Setup

Setup

Use the uniform mean and variance to recover the two endpoints.

a+b2=8.5\frac{a+b}{2}=8.5
(ba)212=0.75\frac{(b-a)^2}{12}=0.75

Model

Model

The interval width is positive, so the moment equations give a width of 3 and an endpoint sum of 17.

ba=12(0.75)=3b-a=\sqrt{12(0.75)}=3
a=7,b=10a=7,\qquad b=10

Compute

Compute

Given that the duration exceeds 7.5, the favorable portion above 9 has length 1 out of a remaining length of 2.5.

Pr(X>9X>7.5)=109107.5\Pr(X>9\mid X>7.5)=\frac{10-9}{10-7.5}
Pr(X>9X>7.5)=0.40\Pr(X>9\mid X>7.5)=0.40

Answer

Answer

The requested conditional probability is 0.40.

0.40(B)\boxed{0.40\quad\text{(B)}}