Assume that if you were to interview the entire population of Detroit, exactly 18.6% would say that they are ready to buy your product.
You plan to interview a representative random sample of 250 people.
Find the probability that your observed sample percentage is overoptimistic, where this is defined as the observed percentage exceeding 22.5%.