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Section: New Software and Platforms


High dimensional locally linear mapping

Keywords: Clustering - Regression

Functional Description

This is an R package available on the CRAN.

XLLiM provides a tool for non linear mapping (non linear regression) using a mixture of regression model and an inverse regression strategy. The methods include the GLLiM model (Deleforge et al (2015) ) based on Gaussian mixtures and a robust version of GLLiM, named SLLiM (see [71] ) based on a mixture of Generalized Student distributions.