In: Statistics and Probability
Conditional Probability
total A survey asked 300 Adults and Children which of three cereals they would like to have for breakfast. Use the results in the table to answer the given problems. [You do not have to simplify.]
. | Bran Flakes | Frosted flakes | Cocoa puffs | Total |
Children | 10 | 40 | 150 | 200 |
adults | 70 | 25 | 5 | 100 |
totals | 80 | 65 | 155 | 300 |
[1] Find the probability that a person prefers Frosted Flakes
[2] Find the probability that a Child does NOT want Bran Flakes.
[3] Find the probability that someone prefers Frosted Flakes given that the person is an Adult.
[4] Find the probability that a person does NOT prefer Bran Flakes.
[5] Find the probability that an Adult prefers Frosted Flakes or Cocoa Puffs.
Solution:
Let us define some events as follows:
A : A person prefers Bran flakes
B : A person prefers Frosted flakes
C : A person prefers Cocoa Puffs
D : Person is a child
E : Person is an adult
1) We have to find the probability that a person prefers Frosted Flakes.
i.e. We have to find P(B).
P(B) = number of persons who prefer Frosted flakes/total number of persons
number of persons who prefer Frosted flakes = 65
Total number of persons = 300
Hence, P(B) = 65/300 = 13/60
The probability that a person prefers Frosted Flakes is 13/60.
2) We have to find the probability that a Child does NOT want Bran Flakes.
P(Child does not want Bran Flakes) = 1 - P(Child want Bran Flakes).
P(Child want Bran Flakes) = Number of children who prefer Bran Flakes/total number of persons
Number of children who prefer Bran Flakes = 10
Total number of persons = 300
Hence, P(Child want Bran Flakes) = 10/300
Hence, (Child does not want Bran Flakes) = 1 - (10/300) = 290/300 = 29/30
The probability that a Child does NOT want Bran Flakes is 29/30.
3) We have to find the probability that someone prefers Frosted Flakes given that the person is an Adult.
i.e. We have to find P(B|E).
Conditional probability of B given E is given by,
P(B ∩ E) = Probability that someone prefers Frosted flakes and also he is an adult.
P(B ∩ E) = number of adult persons who prefer Frosted flakes/total number of persons
number of adult persons who prefer Frosted flakes = 25
Total number of persons = 300
Hence, P(B ∩ E) = 25/300
P(E) = number of adults/total number of persons
Number of adults = 100
Total number of persons = 300
P(E) = 100/300
The probability that someone prefers Frosted Flakes given that the person is an Adult is 1/4.
4) We have to find the probability that a person does not prefer Bran Flakes.
P(A person does not prefer Bran Flakes) = 1 - P(A person prefers Bran Flakes).
P(A person prefers Bran Flakes) = Number of persons who prefer Bran Flakes/total number of persons
Number of persons who prefer Bran Flakes = 80
Total number of persons = 300
Hence, P(A person prefers Bran Flakes) = 80/300
Hence, P(A person does not prefer Bran Flakes) = 1 - (80/300) = 220/300 = 11/15
The probability that a person does NOT prefer Bran Flakes is 11/15.