In: Statistics and Probability
A municipal bond service has three rating categories (A, B, and C). Suppose that in the past year, of the municipal bonds issued thoughout a country, 60 % were rated A, 30 % were rated B, and 10 % were rated C. Of the municipal bonds rated A, 60 % were issued by cities, 10 % by suburbs, and 30 % by rural areas. Of the municipal bonds rated B, 40 % were issued by cities, 50 % by suburbs, and 10 % by rural areas. Of the municipal bonds rated C, 70 % were issued by cities, 25 % by suburbs, and 5 % by rural areas.
Complete (a) through (c) below.
a. If a new municipal bond is to be issued by a city, what is the probability that it will receive an A rating?
b. What proportion of municipal bonds are issued by cities?
c. What proportion of municipal bonds are issued by suburbs?
a)
P( A ) = 0.6
P( B ) = 0.3
P( C ) = 0.1
P( cities | A)= 0.6
P( cities | B)= 0.4
P( cities | C)= 0.7
P(cities) = P(A) * P(cities| A) + P(B) *P(cities| B) + P(
C)*P(cities| C) =
0.6*0.6+0.3*0.4+0.1*0.7=
0.55
P(A| cities) = P(A)*P(cities| A)/P(cities)=
0.6*0.6/0.55=
0.6545
b)
P(cities) = P(A) * P(cities| A) + P(B) *P(cities| B) + P( C)*P(cities| C) = 0.6*0.6+0.3*0.4+0.1*0.7= 0.55
c)
P(suburbs) = P(A) * P(suburbs| A) + P(B) *P(suburbs| B) + P(
C)*P(suburbs| C) =
0.6*0.1+0.3*0.5+0.1*0.25=
0.235