We show that if the payoff of a European option is a convex function of the
prices of the security at a fixed set of times, then the geometric Brownia
n motion risk neutral option price is increasing in the volatility of the s
ecurity, We also give efficient simulation procedures for determining the n
o-arbitrage prices of European barrier, Asian, and lookback options.