Explanation : Based on the information presented, Bayes‟ formula can be applied. The
first step is to note down the various probabilities given:
P (Default) = 0.05
P (No default) = 0.95
P (Delayed payments | Default) = 0.80 P (Timely payments | Default) = 0.20
P (Delayed payments | No default) = 0.60 P (Timely
payments | No default) = 0.40
P (Event | Information) = [ P (Information | Event) / P (Information) ] * P (Event)
In this case, „delayed payments‟ is the information and „default‟ is the
event. The formula can be written as.
P (Default | Delayed payments) = [ P (Delayed payments | Default) *
P (Default) ] / { [ P (Delayed payments | Default) * P (Default) + P
(Delayed Payments | No default) ] }
P (Default | Delayed payments) = [ 0.80 * 0.05 ] / [ (0.80 * 0.05) +
(0.60 * 0.95) ] = 0.07