Abstract

The aim of this paper is to define a new family of probability density functions (MR pdf) based on the multiresolution analysis theory. Each function of this family can be seen as a particular type of density mixture.The MR pdf has advantages with regards to estimation over conventional mixtures and it is suitable to model a large variety of square integrable probability density functions.

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