Package: xLLiM
Type: Package
Title: High Dimensional Locally-Linear Mapping
Version: 1.0
Author: Emeline Perthame (emeline.perthame@inria.fr), Florence Forbes (florence.forbes@inria.fr), Antoine Deleforge (antoine.deleforge@inria.fr)
Maintainer: Emeline Perthame <perthame.emeline@gmail.com>
Description: 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 (see Deleforge et al (2015) <DOI:10.1007/s11222-014-9461-5>) based on Gaussian mixtures and a robust version of GLLiM, named SLLiM (see Perthame et al (2016) <https://hal.archives-ouvertes.fr/hal-01347455>) based on a mixture of Generalized Student distributions.
License: GPL (>= 2)
Depends:
Imports: MASS,abind,corpcor,Matrix
NeedsCompilation: no
Packaged: 2016-12-05 14:11:55 UTC; Emeline
Repository: CRAN
Date/Publication: 2016-12-05 22:56:08
