This paper aims to analyze the process of financial integration in the EU-27 area, from 2000 to 2013, using nonparametric methods. Besides a set of other nonparametric measures (e.g. Hartigen and Hartigen test, Kernel density estimation), the stochastic kernel indicates the presence of two or...