Vincent Audigier
Maître de conférences
Site web : https://vincentaudigier.weebly.com/
Bureau : 35.3.21
Publications
2022
Articles de revue
- An ensemble learning method for variable selection: application to high dimensional data and missing values. In Journal of Statistical Computation and Simulation, 2022. doi www
Chapitres d'ouvrage
- Imputation multiple en grande dimension par analyse factorielle. In Données manquantes, Editions TECHNIP, 2022. www
- Gestion des données manquantes par imputation multiple. In Données manquantes, Editions TECHNIP, 2022. www
Articles de conférence
- Clustering with missing data: which imputation model for which cluster analysis method?. In 17th conference of the International Federation of Classification Societies, Porto, Portugal, 2022. www
2021
Articles de revue
- Severe Altered Immune Status After Burn Injury Is Associated With Bacterial Infection and Septic Shock. In Frontiers in Immunology, 12: 586195, 2021. doi www
Articles de conférence
- SOM-based clusterwise regression. In Data Science, Statistics and Visualisation, Rotterdam, Netherlands, 2021. www
- Cluster analysis after multiple imputation. In ASMDA 2021, Athènes, Greece, 2021. www
- Clustering sur données incomplètes~: quel modèle d'imputation choisir~?. In EPICLIN 2021 -- 15e Conférence francophone d'épidémiologie clinique -- 28e Journées des statisticiens des centres de lutte contre le cancer, pages S21-S22, Elsevier Masson, Marseille, France, 2021. doi www
Non publié
- Clustering with missing data: which imputation model for which cluster analysis method?. , working paper or preprint. www
2020
Articles de revue
- Severe diffuse alveolar hemorrhage related to autoimmune disease: a multicenter study. In Critical Care, 24 (1), 2020. doi www
Non publié
2019
Articles de conférence
- Imputation multiple pour données mixtes par analyse factorielle. In JdS2019 - 51es Journées de Statistique de la Société Franc caise de Statistique, Vandoeuvre-lès-Nancy, France, 2019. www
- micemd: a smart multiple imputation R package for missing multilevel data. In UseR!2019, Toulouse, France, 2019. www
2018
Articles de revue
- Multiple Imputation for Multilevel Data with Continuous and Binary Variables. In Statistical Science, 33 (2): 160-183, 2018. doi www
2017
Articles de revue
- MIMCA: Multiple imputation for categorical variables with multiple correspondence analysis. In Statistics and Computing, 27 (2): 501-518, 2017. doi www
2016
Articles de revue
- Multiple imputation for continuous variables using a Bayesian principal component analysis. In Journal of Statistical Computation and Simulation, 86 (11): 2140-2156, 2016. doi www
- A principal components method to impute missing values for mixed data. In Advances in Data Analysis and Classification, 10 (1): 5-26, 2016. doi www
2015
Thèses et habilitations
2012
Articles de conférence
- Imputation de données manquantes pour des données mixtes via les méthodes factorielles grâce `a missMDA. In 1ères Rencontres R, Bordeaux, France, 2012. www