Abstract: This paper uses nonparametric kernel methods to construct observation specific elasticities of substitution for a panel of 73 developed and developing countries to examine the capital-skill complementarity hypothesis. The exercise shows weak support for capital-skill complementarity. That being said, the added flexibility of the nonparametric procedure is able to uncover that the elasticities of substitution vary across countries, groups of countries and time periods.