Softwares
FREG package R
This package proposes regression models for continuous, nominal or ordinal output with functional covariates.
- available on Github : [FREG]
mixedClust package R
This package proposes co-clustering algorithm for mixed data.
- available on CRAN : [mixedClust]
funLBM package R
This package proposes co-clustering algorithm for functional data.
- available on CRAN : [funLBM]
ordinalClust package R
This package proposes classification, clustering and co-clustering algorithms for ordinal data.
- available on CRAN : [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]
clere package for R
The package implements a variable clustering approach for high-dimensional linear regression.
- Available on CRAN : [clere]
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.
- Available on CRAN : [FunHDDC]
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 (see this preprint for details on the model-based clustering method.)
- Available on CRAN : [Rankcluster]
- vignette : Rankcluster_vignette
The AdaptReg package for R
The R package AdaptReg allows to transfer a regression model from one population to another one.
- Version 1.0: [AdaptReg_1.0.tar.gz]
Sensitivity Analysis functions for R and Matlab
R : R function for sensitivity analysis of model with dependent inputs
- Version 1.0: [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.
- Version 2.0 : [zip][tar].
