If a random sample of 10 items is drawn from the output of a machine whose defective rate is 4%, what is the probability that there are less than 2 defective items in the sample? Solution Binomial distribution with n=10, p=.04 P(Y<2) = P(Y<=1) = P(Y=1) + P(Y=0) = .9418.