38% of people in the united states have type o+blood. you randomly select 50 people in the united states and record their blood type. a. what is the probability that exactly 20 have type o+blood? b. find the mean and standard deviation for this probability distribution. c. if you only select 8 people, what is the probability that at least one has type o+blood?

a) 10.98%

b) Mean = 19, Standard deviation = 3.4322

c) 97.82%

Explanation:

This can be modeled with a Binomial Distribution with probability p of “success” (selecting a person O+) is 38% (0.38) and the likelihood q of “failure” (selecting a person with blood type other than O+) is 62% (0.62).

As we know, the probability of having exactly k “successes” in a sample of size n is given by

where

are the combination of n elements taken k at a time

a. What is the probability that exactly 20 have type O+blood?

Since the sample size is 50, we are looking for P(20;50)

b. Find the mean and standard deviation for this probability distribution.

The mean for a Binomial distribution in a sample of size n is given by

and the standard deviation is  

So,  

c. If you only select 8 people, what is the probability that at least one has type O+blood?

If we only select 8 people, the sample size is now 8 and we are looking for P(1;8)+P(2;8)+...+P(8;8)

But P is a probability function, so the sum above equals

1 - P(0;8) (1 minus the probability that none of them is O+)

So, the likelihood we are looking for is

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