Vincent Audigier

Maître de conférences
Office: 35.3.21

Publications

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. 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 
  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 

2015

Thèses

  1. Audigier, V. Multiple imputation using principal component methods : A new methodology to deal with missing values. 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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