Question

In: Statistics and Probability

Listed below is the population by state for the 15 states with the largest population. Also...

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.)

Solutions

Expert Solution

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.


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