Image de couverture de livre

MacroPARAFAC for handling rowwise and cellwise outliers in incomplete multi-way data

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Hubert, Mia, Hirari, Mehdi
Format:	Preprint
Publié:	2023
Sujets:	Methodology
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Challenges of cellwise outliers
par: Raymaekers, Jakob, et autres
Publié: (2023)

Robust fuzzy clustering with cellwise outliers
par: Zaccaria, Giorgia, et autres
Publié: (2025)

Robust Tensor-on-Tensor Regression
par: Hirari, Mehdi, et autres
Publié: (2026)

Casewise and Cellwise Robust Multilinear Principal Component Analysis
par: Hirari, Mehdi, et autres
Publié: (2025)

Handling cellwise outliers by sparse regression and robust covariance
par: Raymaekers, Jakob, et autres
Publié: (2019)

Least trimmed squares regression with missing values and cellwise outliers
par: Raymaekers, Jakob, et autres
Publié: (2026)

Comments on "Challenges of cellwise outliers" by Jakob Raymaekers and Peter J. Rousseeuw
par: Agostinelli, Claudio
Publié: (2026)

Analyzing cellwise weighted data
par: Rousseeuw, Peter J.
Publié: (2022)

Latent Functional PARAFAC for modeling multidimensional longitudinal data
par: Sort, Lucas, et autres
Publié: (2024)

Correspondence analysis: handling cell-wise outliers via the reconstitution algorithm
par: Qi, Qianqian, et autres
Publié: (2024)

CR-Lasso: Robust cellwise regularized sparse regression
par: Su, Peng, et autres
Publié: (2023)

A robust mixed-effects quantile regression model using generalized Laplace mixtures to handle outliers and skewness
par: Burger, Divan A., et autres
Publié: (2025)

Sparse outlier-robust PCA for multi-source data
par: Puchhammer, Patricia, et autres
Publié: (2024)

Robust measures of dispersion for circular data with an anomaly detection rule
par: Demni, Houyem, et autres
Publié: (2026)

DOD: Detection of outliers in high dimensional data with distance of distances
par: Lee, Seong-ho, et autres
Publié: (2025)

Bounds on inequality with incomplete data
par: Banks, James, et autres
Publié: (2025)

Minimum regularized covariance trace estimator and outlier detection for functional data
par: Oguamalam, Jeremy, et autres
Publié: (2023)

Flexible model for varying levels of zeros and outliers in count data
par: Ahmad, Touqeer, et autres
Publié: (2025)

Cellwise outlier detection in heterogeneous populations
par: Zaccaria, Giorgia, et autres
Publié: (2024)

Robust covariance estimation and explainable outlier detection for matrix-valued data
par: Mayrhofer, Marcus, et autres
Publié: (2024)

Robust Principal Components by Casewise and Cellwise Weighting
par: Centofanti, Fabio, et autres
Publié: (2024)

Robust discriminant analysis
par: Hubert, Mia, et autres
Publié: (2024)

A robust contaminated discrete Weibull regression model for outlier-prone count data
par: Burger, Divan A., et autres
Publié: (2025)

Robust normality transformation for outlier detection in diverse distributions, with application to functional neuroimaging data
par: Saluja, Saranjeet Singh, et autres
Publié: (2025)

Considerations for missing data, outliers and transformations in permutation testing for ANOVA, ASCA(+) and related factorizations
par: Merchanskaya, Oliver Polushkina, et autres
Publié: (2024)

Online robust covariance matrix estimation and outlier detection
par: Guillot, Paul, et autres
Publié: (2026)

Reconciliating Bayesian and frequentist approaches to robustness against outliers
par: Gagnon, Philippe, et autres
Publié: (2024)

Cellwise Outliers
par: Hubert, Mia, et autres
Publié: (2026)

Cellwise and Casewise Robust Multivariate Regression with Inference
par: Centofanti, Fabio, et autres
Publié: (2026)

An empirical comparison of some outlier detection methods with longitudinal data
par: D'Orazio, Marcello
Publié: (2025)

Spatially smoothed robust covariance estimation for local outlier detection
par: Puchhammer, Patricia, et autres
Publié: (2023)

Area-based epigraph and hypograph indices for functional outlier detection
par: Pulido, Belen, et autres
Publié: (2025)

Efficient estimation with incomplete data via generalised ANOVA decompositions
par: Berrett, Thomas B.
Publié: (2024)

Multivariate Singular Spectrum Analysis by Robust Diagonalwise Low-Rank Approximation
par: Centofanti, Fabio, et autres
Publié: (2023)

Class maps for visualizing classification results
par: Raymaekers, Jakob, et autres
Publié: (2020)

Robust outlier-adjusted mean-shift estimation of state-space models
par: Shankar, Rajan, et autres
Publié: (2025)

A spatio-temporal model to detect potential outliers in disease mapping
par: Michal, Victoire, et autres
Publié: (2024)

Rethinking the handling of method failure in comparison studies
par: Wünsch, Milena, et autres
Publié: (2024)

Modeling asymmetry in multi-way contingency tables with ordinal categories via f-divergence
par: Okahara, Hisaya, et autres
Publié: (2024)

Cellwise Robust Discriminant Analysis
par: Centofanti, Fabio, et autres
Publié: (2026)