2) Of the option contracts in a particular investment portfolio, 10% expire worthless. The contracts in this portfolio are sufficiently heterogeneous that we may assume that the values of distinct

contracts at expiration are independent. The portfolio manager selects fifteen contracts from the portfolio at random and sells them for their current market price. What is the probability that at least two of these contracts expire worthless?

Fig: 1