function of its option implied volatility smile. We derive a known closed form non-parametric
expression for the density and decompose it into a sum of lognormal and adjustment terms.
By analyzing this decomposition we also derive two no-arbitrage conditions on the volatility
smile. We then explain how to use the results. Our methodology is applied first to the pricing
of a portfolio of digital options in a fully smile-consistent way. It is then applied to the fitting of …