In: Statistics and Probability
Listed below is the population by state for the 15 states with the largest population. Also included is whether that state's border touches the Gulf of Mexico, the Atlantic Ocean, or the Pacific Ocean (coastline).
Rank | State | Population | Coastline |
1 | California | 38,802,500 | Yes |
2 | Texas | 26,956,958 | Yes |
3 | Florida | 19,893,297 | Yes |
4 | New York | 19,746,227 | Yes |
5 | Illinois | 12,880,580 | No |
6 | Pennsylvania | 12,787,209 | No |
7 | Ohio | 11,459,163 | No |
8 | Georgia | 10,097,343 | Yes |
9 | North Carolina | 9,943,964 | Yes |
10 | Michigan | 9,909,877 | No |
11 | New Jersey | 8,938,175 | Yes |
12 | Virginia | 8,326,289 | Yes |
13 | Washington | 7,061,530 | Yes |
14 | Massachusetts | 6,745,408 | Yes |
15 | Arizona | 6,731,484 |
No |
Suppose three states are selected at random. Calculate the probability for the following:
1. None of the states selected have a population of more than 9,000,000. (Round your answer to 3 decimal places.)
2. Exactly one of the selected states has a population of more than 9000000 (Round your answer to 3 decimal places.)
3. At least one of the selected states has a population of more than 9000000 (Round your answer to 3 decimal places.)
Total number of states = 15.
Number of states has a population more than 9000000 = 10
p = P ( States has a population more than 9000000) = 10 /15 = 0.6667
n = number of states randomly selected = 3
The random variable X is defined as
X : Number of states has a population more than 9000000.
X takes value 0,1,2,3.
The random variable X follows binomial distribution with n =3 and p = 0.6667.
X ~ Bin ( n=3, p=0.06667)
1) P ( None of the states has a population more than 9000000) = P(X =0)
P ( None of the states has a population more than 9000000) = 0.0370.
2) P ( Exactly one states has a population more than 9000000) = P (X=1)
P ( Exactly one states has a population more than 9000000) = 0.2221.
3) P ( at least one of the states has a population more than 9000000) = P ( X >=1)
= 1- P(X=0)
(form part(1) P(X=0) = 0.0370.)
= 1 - 0.0370 = 0.9630
P ( at least one of the states has a population more than 9000000) = 0.9630.