17 citations · 49 across the 10 of their papers we have counts for
Showing stat.APShow all
2 papers · 1 filter
stat.AP2018
Imputation of mixed data with multilevel singular value decomposition
François Husson, Julie Josse, Balasubramanian Narasimhan +1
Statistical analysis of large data sets offers new opportunities to better understand many processes. Yet, data accumulation often implies relaxing acquisition procedures or compou…
stat.AP2013★ 14 cited
A principal components method to impute missing values for mixed data
Vincent Audigier, François Husson, Julie Josse
We propose a new method to impute missing values in mixed datasets. It is based on a principal components method, the factorial analysis for mixed data, which balances the influenc…