In: Statistics and Probability
In a region, there is a 0.9 probability chance that a randomly selected person of the population has brown eyes. Assume 11 people are randomly selected. Complete parts (a) through (d) below.
a. Find the probability that all of the selected people have brown eyes.
The probability that all of the 11 selected people have brown eyes is:
(Round to three decimal places as needed.)
b. Find the probability that exactly 10 of the selected people have brown eyes.
The probability that exactly 10 of the selected people have brown eyes is:
c. Find the probability that the number of selected people that have brown eyes is 9 or more:
d. If 11 people are randomly selected, is it unusual for 9 or more to have brown eyes?
Solution:
Here, we have to use binomial distribution with n = 11 and p = 0.9.
Binomial formula is given as below:
P(X=x) = nCx*p^x*q^(n – x)
Where, q =1 – p
We have
n = 11
p = 0.9
q = 1 – 0.9 = 0.1
Part a
Here, we have to find P(X=11)
P(X=x) = nCx*p^x*q^(n – x)
P(X=11) = 11C11*0.9^11*0.1^0
P(X=11) = 1*0.9^11*1
P(X=11)= 0.313811
Required probability = 0.313811
Part b
Here, we have to find P(X=10)
P(X=x) = nCx*p^x*q^(n – x)
P(X=10) = 11C10*0.9^10*0.1^1
P(X=10) = 11*0.9^10*0.1
P(X=10)= 0.383546
Required probability = 0.383546
Part c
Here, we have to find P(X≥9)
P(X≥9) = P(X=9) + P(X=10) + P(X=11)
P(X=x) = nCx*p^x*q^(n – x)
P(X=9) = 11C9*0.9^9*0.1^2
P(X=9) = 55*0.9^9*0.1^2
P(X=9) = 0.213081
From above parts, we have
P(X=10)= 0.383546
P(X=11)= 0.313811
P(X≥9) = P(X=9) + P(X=10) + P(X=11)
P(X≥9) = 0.213081 + 0.383546 + 0.313811
P(X≥9) = 0.910438
Part d
If 11 people are randomly selected, it is not unusual for 9 or more to have brown eyes, because corresponding probability P(X≥9) = 0.910438 is greater than 0.05.
We say it is unusual if the corresponding probability is less than 0.05.