León, A., J. Mencía and E. Sentana
Journal of Business and Economic Statistics – 27.2 (2009) 176-192
Link

Paraules clau:: Density expansions, Gram–Charlier, Kurtosis, Skewness


Resum: We derive the statistical properties of the semi-nonparametric (SNP) densities of Gallant and Nychka (1987). We show that these densities, which are always positive, are more flexible than truncated Gram–Charlier expansions with positivity restrictions. We use the SNP densities for financial derivatives valuation. We relate real and risk-neutral measures, obtain closed-form prices for European options, and analyze the semiparametric properties of our pricing model. In an empirical application to S&P500 index options, we compare our model to the standard and Practitioner’s Black–Scholes formulas, truncated expansions, and the Generalized Beta and Variance Gamma models.