Softwares
FREG package R
This package proposes regression models for continuous, nominal or ordinal output with functional covariates: [FREG]
mixedClust package R
This package proposes co-clustering algorithm for mixed data: [mixedClust]
funLBM package R
This package proposes co-clustering algorithm for functional data: [funLBM]
ordinalClust package R
This package proposes classification, clustering and co-clustering algorithms for ordinal data: [ordinalClust]
FunFEM package for R
The package implements the funFEM algorithm for the clustering of functional data within a disciminative functional subspace. Available on CRAN: [FunFEM]
FunHDDC package for R
The package implements the funHDDC algorithm which allows the clustering of functional data, uni- or multi-variate, within group-specific functional subspaces: [FunHDDC]
clere package for R
The package implements a variable clustering approach for high-dimensional linear regression: [clere]
Rankcluster package for R
Rankcluster package for R proposes a clustering tool for ranking data. Multivariate and partial rankings can be also taken into account. Available on CRAN : [Rankcluster]
The AdaptReg package for R
The R package AdaptReg allows to transfer a regression model from one population to another one: [AdaptReg_1.0.tar.gz]
Sensitivity Analysis functions for R and Matlab
R : R function for sensitivity analysis of model with dependent inputs: [sensitivity-dependent.r]
Matlab: SAinterface is a Matlab toolbox, allowing to compute sensitivity analysis with conventional methods (Sobol, FAST...) and with special method for dependent inputs [zip][tar].
