Quentin Grimonprez

Mathematics · Physical Sciences

3h-index37citations37works0.02yr avg
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Research Topics

Statistical Methods and Inference(7), Bayesian Methods and Mixture Models(7), Data Mining Algorithms and Applications(5), Data Management and Algorithms(5), Advanced Clustering Algorithms Research(4)

Publications37 total

Statistical learning with categorical functional data: Application to pathways of elderly patients after hospitalization. The DAMAGE study.
SPIRE - Sciences Po Institutional REpository·2024Open Access
Linear approximation for multivariate categorical functional data analysis
SPIRE - Sciences Po Institutional REpository·2023Open Access
<b>MLGL</b>: An <i>R</i> Package Implementing Correlated Variable Selection by Hierarchical Clustering and Group-Lasso
Journal of Statistical Software·2023· 5 citedOpen Access
Variable selection with Multi-Layer Group Lasso
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Categorical Functional Data Analysis. The cfda R Package
Mathematics·2021· 2 citedOpen Access
Categorical Functional Data Analysis. The cfda R Package
HAL (Le Centre pour la Communication Scientifique Directe)·2021Open Access
Multi-Patient Analysis of Genomic Markers [R package MPAgenomics version 1.2.3]
2021
cfda: Categorical Functional Data Analysis
2021Open Access
Categorical Functional Data Analysis [R package cfda version 0.9.9]
2021
Model-Based Clustering for Multivariate Partial Ranking Data [R package Rankcluster version 0.94.5]
2021
Multi-Layer Group-Lasso [R package MLGL version 0.6.5]
2020
Minimal Interface of the C++ 'MixtComp' Library for Mixture Models with Heterogeneous and (Partially) Missing Data [R package RMixtCompIO version 4.0.6]
2020
Utility Functions for 'MixtComp' Outputs [R package RMixtCompUtilities version 4.1.4]
2020
cfda: an R Package for Categorical Functional Data Analysis
HAL (Le Centre pour la Communication Scientifique Directe)·2020Open Access
Diagnostic automatisé d'aiguillage ferroviaire par apprentissage statistique
HAL (Le Centre pour la Communication Scientifique Directe)·2020Open Access
High-Dimensional Penalized Regression [R package HDPenReg version 0.94.7]
2020
Mixture Models with Heterogeneous and (Partially) Missing Data [R package RMixtComp version 4.1.2]
2020
RMixtComp: Mixture Models with Heterogeneous and (Partially) Missing Data
2019Open Access
RMixtCompUtilities: Utility Functions for 'MixtComp' Outputs
2019Open Access
RMixtCompIO: Minimal Interface of the C++ 'MixtComp' Library for Mixture Models with Heterogeneous and (Partially) Missing Data
2019Open Access
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Frequent Co-authors

Christophe Biernacki(13), Alain Célisse(9), Guillemette Marot(9), Cristian Preda(7), Julien Jacques(6), Vincent Kubicki(6), Samuel Blanck(5), Vincent Vandewalle(3), Serge Iovleff(3), Meyling Cheok(2), Martin Figeac(2), Matthieu Marbac-Lourdelle(2), Benjamin Lamoureux(1), Étienne Goffinet(1), Pierre Dersin(1)