Cambridge Senior Mathematical Methods Unit 3/4 Exercise 13B, question 5
The chance that a harvest is poorer than average is 0.5, but if it is known that a certain disease D is present, this probability increases to 0.8. The disease D is present in 30% of harvests. Find the probability that, when a harvest is observed to be poorer than average, the disease D is present.
Let H be the event poor harvest.
Let D be the event disease.
Pr(D|H)=Pr(D∩H)/Pr(H)
=Pr(H|D)Pr(D)/(Pr(H|D′)Pr(D′)+Pr(H|D)Pr(D))
=0.8×0.3/(0.8×0.3+0.5×0.7)
=24/59
A second interpretation of the question which is entirely respectable.
Pr(D)=0.3
let H be a poor harvest
Pr(H)=0.5
Pr(H|D)=0.8
Pr(H∩D)=Pr(H|D)×Pr(D)
=0.8×0.3
=0.24
Pr(D|H)=Pr(H∩D)/Pr(H)
=0.24/0.5
=0.48
So the back of the book only showed the first answer, while I'd gotten the second one.
My question is how would it be possible for a probability question to have two different answers?
And why would there only be one answer in the back of the book, using the harder method (which I don't fully understand)?