scientific article; zbMATH DE number 6458321

zbMath1316.62006MaRDI QIDQ5262074

François Husson, Julie Josse

Publication date: 13 July 2015

Full work available at URL: http://journal-sfds.fr/article/view/122/

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

regularizationEM algorithmmultiple imputationPCAmissing valuesgeneralized cross-validationresidual bootstrapMCAnumber of dimensions

Mathematics Subject Classification ID

Related Items (17)

Adaptive shrinkage of singular values ⋮ Chunk-wise regularised PCA-based imputation of missing data ⋮ Matrix completion discriminant analysis ⋮ A principal component method to impute missing values for mixed data ⋮ A sequential distance-based approach for imputing missing data: forward imputation ⋮ GPAbin: unifying visualizations of multiple imputations for missing values ⋮ Another look at Bayesian analysis of AMMI models for genotype-environment data ⋮ Nonparametric Imputation by Data Depth ⋮ MIMCA: multiple imputation for categorical variables with multiple correspondence analysis ⋮ Comparisons among several methods for handling missing data in principal component analysis (PCA) ⋮ Unnamed Item ⋮ A wavelet-based approach for imputation in nonstationary multivariate time series ⋮ Subspace estimation from unbalanced and incomplete data matrices: \({\ell_{2,\infty}}\) statistical guarantees ⋮ Flexible low-rank statistical modeling with missing data and side information ⋮ A simulation comparison of imputation methods for quantitative data in the presence of multiple data patterns ⋮ Multiple imputation for continuous variables using a Bayesian principal component analysis ⋮ Archetypal Analysis With Missing Data: See All Samples by Looking at a Few Based on Extreme Profiles

Uses Software

• R

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