Definitely need a calculator to be able to do sqrt(0.075) and calculate the result.
Though I was able to figure it out in my head without a calculator by eliminating choice A and choice C (I tried pd=0.3 and pd=0.2 to prove the answer had to be >0.28 and <0.48).
I did trial and error with some possible numbers until I got really close with .55 and .275… then I used those and got .32625, which was really close to 33%
I got the same result as you, but in my mind the expression "twice as likely to purchase" could just as easily have meant P(C) = 2 * P(D) / 1 + P(D) (yielding 0.35824) rather than 2 * P(C) (yielding 0.32841).
I. P(A and B) = P(A) P(B) {when independent}
II. P(A or B) = P(A) + P(B) {when mutually exclusive}
But in general:
III. P(A and B) = P(A) P(B|A)
IIII. P(A or B) = P(A) + P(B) - P(A and B)
The only way that I and II can both be true is that either P(A) = 0 or P(B) = 0. This does not imply though that A and B are mutual exclusive and independent, but it is a necessary condition. The conclusion is that if you're using both I and II, you're almost certainly doing something wrong.
let pc = purchased_collision, pd = purchased_disability
we have:
2 * P(pc) = P(pd) P(pc & pd) = 0.15
so
P(pc) * P(pd) = 0.15 2 P(pc)^2 = 0.15 --> P(pc) = 0.274, P(pd) = 0.548
So the probability of neither pc nor pd is
!P(pc | pd) = 1 - P(pc) - P(pd) + P(pc & pd) = 0.328 ~= 0.33?
The addition of P(pc & pd) was to take account of the double counting of pc and pd.
Please let me know if I've made a mistake!