Vincent Audigier

A principal component method to impute missing values for mixed data

Julie Josse, Vincent Audigier, François Husson, 2013, Adv. Data Anal. Classif..

An ensemble learning method for variable selection: application to high-dimensional data and missing values

Vincent Audigier, Avner Bar-Hen, Avner Bar-Hen, 2018, Journal of Statistical Computation and Simulation.

Multiple Imputation for Multilevel Data with Continuous and Binary Variables

Vincent Audigier, Stef van Buuren, Ian R. White, 2017, 1702.00971.

MIMCA: multiple imputation for categorical variables with multiple correspondence analysis

Julie Josse, Vincent Audigier, François Husson, 2015, Statistics and Computing.

Imputation de données manquantes pour des données mixtes via les méthodes factorielles grâce à missMDA

Julie Josse, Vincent Audigier, François Husson, 2012 .

Clustering with missing data: which equivalent for Rubin's rules?

Vincent Audigier, Ndeye Niang, 2020 .

Clustering with missing data: which imputation model for which cluster analysis method?

Vincent Audigier, Matthieu Resche-Rigon, Ndeye Niang, 2021, 2106.04424.

Multiple imputation for continuous variables using a Bayesian principal component analysis†

Julie Josse, Vincent Audigier, Franccois Husson, 2014, 1401.5747.