In: Statistics and Probability
The probability of a randomly selected adult in one country being infected with a certain virus is 0.006 . In tests for the virus, blood samples from 21 people are combined. What is the probability that the combined sample tests positive for the virus? Is it unlikely for such a combined sample to test positive? Note that the combined sample tests positive if at least one person has the virus.
Given,
The probability that in one country a randomly selected adult being infected with a certain virus is 0.006. There are 21 blood samples of people which are combined.
Sample size (n)=21
The probability (p)=0.006
Consider X is a random variable denotes the number blood sample of people which has the virus
X will follow Binomial distribution with parameters n=21 and p = 0.006
X ~ Bin( 21 , 0.006)
The probability that the combined sample tests positive for the virus i.e. at least one person has the virus P(X 1)
The probability that the combined sample tests positive for the virus is 0.1187.
It is not unlikely for such a combined sample to test positive, because the probability that the combined sample will test positive is greater than 0.05.