Vincent Audigier

Maître de conférences
Bureau : 35.3.21

Publications

2021

Articles de revue

  1. Moins-Teisserenc, H.; Cordeiro, D. J.; Audigier, V.; Ressaire, Q.; Benyamina, M.; Lambert, J.; Maki, G.; Homyrda, L.; Toubert, A. and Legrand, M. Severe Altered Immune Status After Burn Injury Is Associated With Bacterial Infection and Septic Shock. In Frontiers in Immunology, 12, 2021. doi  www 

2020

Articles de revue

  1. Mirouse, A.; Parrot, A.; Audigier, V.; Demoule, A.; Mayaux, J.; Geri, G.; Mariotte, E.; Bréchot, N.; De Prost, N.; Vautier, M.; Neuville, M.; Bigé, N.; de Montmollin, E.; Cacoub, P.; Resche-Rigon, M.; Cadranel, J. and Saadoun, D. Severe diffuse alveolar hemorrhage related to autoimmune disease: a multicenter study. In Critical Care, 24 (1), 2020. doi  www 

Non publié

  1. Bar-Hen, A. and Audigier, V. An ensemble learning method for variable selection: application to high dimensional data and missing values. , working paper or preprint. www 
  1. Audigier, V. and Niang, N. Clustering with missing data: which equivalent for Rubin's rules?. , 39 pages. www 

2019

Articles de conférence

  1. Audigier, V.; Husson, F. c.; Josse, J. and Resche-Rigon, M. 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 

2018

Articles de revue

  1. Audigier, V.; White, I.; Jolani, S.; Debray, T.; Quartagno, M.; Carpenter, J.; van Buuren, S. and Resche-Rigon, M. Multiple Imputation for Multilevel Data with Continuous and Binary Variables. In Statistical Science, 33 (2): 160-183, 2018. doi  www 

2017

Articles de revue

  1. Audigier, V.; Husson, F. c. and Josse, J. 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

  1. Audigier, V.; Husson, F. c. and Josse, J. 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 
  1. Audigier, V.; Husson, F. c. and Josse, J. 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 

2015

Thèses

  1. Audigier, V. Imputation multiple par analyse factorielle : Une nouvelle méthodologie pour traiter les données manquantes. Ph.D. Thesis, Agrocampus Ouest, 2015.

2012

Articles de conférence

  1. Audigier, V.; Husson, F. c. and Josse, J. Imputation de données manquantes pour des données mixtes via les méthodes factorielles grâce `a missMDA. In 1ères Rencontres R, Bordeaux, France, 2012. www 
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