Combining local and global smoothing in multivariate density estimation
  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. 
Adelchi Azzalini
stat.ME stat.ML