  We construct a binomial tree model fitting all moments to the approximated
geometric Brownian motion. Our construction generalizes the classical
Cox-Ross-Rubinstein, the Jarrow-Rudd, and the Tian binomial tree models. The
new binomial model is used to resolve a discontinuity problem in option
pricing.
