2016/10/07 by Adelchi Azzalini, Azzalini, Adelchi
Mathematics · #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #stat.ME #stat.ML
paper · pdf · doi:10.48550/arxiv.1610.02372
Two figures, one table
arxiv created 2016/10/07 · arxiv updated 2016/10/10
Non-parametric estimation of a multivariate density estimation is tackled via a method which combines traditional local smoothing with a form of global smoothing but without imposing a rigid structure. Simulation work delivers encouraging indications on the effectiveness of the method. An application to density-based clustering illustrates a possible usage.