A moment-distance hybrid method for estimating a mixture of two symmetric densities

In clustering of high-dimensional data a variable selection is commonly applied to obtain an accurate grouping of the samples. For two-class problems this selection may be carried out by fitting a mixture distribution to each variable. We propose a hybrid method for estimating a parametric mixture o...

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Bibliographic Details
Main Authors: David Källberg, Yuri Belyaev, Patrik Rydén
Format: Article
Language:English
Published: VTeX 2018-01-01
Series:Modern Stochastics: Theory and Applications
Subjects:
Online Access:https://vmsta.vtex.vmt/doi/10.15559/17-VMSTA93