This volume collects selected, peer-reviewed contributions from the 2nd Conference of the International Society for Nonparametric Statistics (ISNPS), held in Cádiz (Spain) between June 11- 6 2014, and sponsored by the American Statistical Association, the Institute of Mathematic…