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Non-parametric estimation of a multivariate density estimation is tackled viaa method which combines traditional local smoothing with a form of globalsmoothing but without imposing a rigid structure. Simulation work deliversencouraging indications on the effectiveness of the method. An application todensity-based clustering illustrates a possible usage.

Combining local and global smoothing in multivariate density estimation