Relative Likelihood
Now suppose we don't know the probability of a stiff neck,
but we do know:
the probability of whiplash P(W) = (1/1000)
the probability of a stiff neck given whiplash P(S|W) = 0.8
What is the relative likelihood of meningitis and whiplash
given a stiff neck?
Write Bayes' Rule for each and write P(M|S)/P(W|S)
P(M|S)/P(W|S) = (P(S|M)P(M)/P(S)) / (P(S|W)P(W)/P(S))
                             = (P(S|M) P(M))/(P(S|W) P(W))
                             = (0.5*(1/50000))/(0.8*(1/1000))
                             = .00001 / .0008 = 1/80