Pricing options on known-dividend-paying stocks has traditionally been solved by assuming that the stock price minus the present value of dividends follows the lognormal diffusion. The same assumption is also popular in tree methods to avoid combinatorial explosion. Unfortunately, this assumption undervalues the option since the volatility of the underlying stock price is underestimated. The bi...