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Section: Software and Platforms
HDPenReg
Participants : Quentin Grimonprez, Serge Iovleff.
R-package written in collaboration based on a C++ code dedicated to the estimation of regression model with l1-penalization.
Overall Objectives
Research Program
Application Domains
Software and Platforms
- Rmixmod package for mixed data
- RankClust package for rank data
- Clere package for high dimensional regression
- Clustericat package for correlated categorical variable
- CorReg package for correlated variables in regression
- AAM
- BlockCluster
- HDPenReg
- STK++ release 0.5
- Funclustering package for R
- metaMA
- metaRNASeq
- MPAGenomics
- SMVar
New Results
- Resampling procedures
- Kernel change-point
- Gaussian process in RKHS
- Model for conditionally correlated categorical data
- Mixture model for mixed kind of data
- Mixture of Gaussians with Missing Data
- Transfert learning in model-based clustering
- Gaussian Models Scale Invariant and Stable by Projection
- Clustering and variable selection in regression
- An AIC-like criterion for semi-supervised classification
- Consistency of a nonparametric conditional mode estimator for random fields
- Spatial linear models
- Auto-associative models
- BlockCluster
- Rmixmod
- Clustering for functional data
- Wavelet based clustering using mixed effects functional models
- Differential meta-analysis of RNA-seq data from multiple studies
- Toxoplasma transcription factor TgAP2XI-5 regulates the expression of genes involved in parasite virulence and host invasion
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Bibliography
Overall Objectives
Research Program
Application Domains
Software and Platforms
- Rmixmod package for mixed data
- RankClust package for rank data
- Clere package for high dimensional regression
- Clustericat package for correlated categorical variable
- CorReg package for correlated variables in regression
- AAM
- BlockCluster
- HDPenReg
- STK++ release 0.5
- Funclustering package for R
- metaMA
- metaRNASeq
- MPAGenomics
- SMVar
New Results
- Resampling procedures
- Kernel change-point
- Gaussian process in RKHS
- Model for conditionally correlated categorical data
- Mixture model for mixed kind of data
- Mixture of Gaussians with Missing Data
- Transfert learning in model-based clustering
- Gaussian Models Scale Invariant and Stable by Projection
- Clustering and variable selection in regression
- An AIC-like criterion for semi-supervised classification
- Consistency of a nonparametric conditional mode estimator for random fields
- Spatial linear models
- Auto-associative models
- BlockCluster
- Rmixmod
- Clustering for functional data
- Wavelet based clustering using mixed effects functional models
- Differential meta-analysis of RNA-seq data from multiple studies
- Toxoplasma transcription factor TgAP2XI-5 regulates the expression of genes involved in parasite virulence and host invasion
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Bibliography