Latent Block Model for Contingency Table

DOI10.1080/03610920903140197zbMath1187.62117OpenAlexW1970884397MaRDI QIDQ75061

Gérard Govaert, Mohamed Nadif, Gérard Govaert, Mohamed Nadif

Publication date: 13 January 2010

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610920903140197

zbMATH Keywords

EM algorithmcontingency tableblock clusteringCEM algorithmblock Poisson mixture model

Mathematics Subject Classification ID

Related Items (29)

Diagonal latent block model for binary data ⋮ Multivariate methods using mixtures: correspondence analysis, scaling and pattern-detection ⋮ Mutual information, phi-squared and model-based co-clustering for contingency tables ⋮ Discovering patterns in time-varying graphs: a triclustering approach ⋮ Co-clustering of evolving count matrices with the dynamic latent block model: application to pharmacovigilance ⋮ Biclustering models for two-mode ordinal data ⋮ Co-Clustering of Ordinal Data via Latent Continuous Random Variables and Not Missing at Random Entries ⋮ Mixture-based clustering for the ordered stereotype model ⋮ Matching and clustering in square contingency tables. Who matches with whom in the Spanish labour market ⋮ Consistency and asymptotic normality of latent block model estimators ⋮ Hierarchical clustering with discrete latent variable models and the integrated classification likelihood ⋮ The latent topic block model for the co-clustering of textual interaction data ⋮ Finite mixture biclustering of discrete type multivariate data ⋮ Generalized co-clustering analysis via regularized alternating least squares ⋮ On mathematical optimization for clustering categories in contingency tables ⋮ Parameter-wise co-clustering for high-dimensional data ⋮ Co-clustering of spatially resolved transcriptomic data ⋮ Biclustering multivariate discrete longitudinal data ⋮ Bayesian estimation of the latent dimension and communities in stochastic blockmodels ⋮ Social regularized von Mises-Fisher mixture model for item recommendation ⋮ Two-Way Classification of a Data Table with Non Negative Entries: The Role of the χ²Distance and Correspondence Analysis ⋮ Estimation and selection for the latent block model on categorical data ⋮ Selective inference for latent block models ⋮ blockcluster ⋮ Learning from missing data with the binary latent block model ⋮ Co-clustering of time-dependent data via the shape invariant model ⋮ Directional co-clustering ⋮ A multi-scale seriation algorithm for clustering sparse imbalanced data: application to spike sorting ⋮ Convergence of the groups posterior distribution in latent or stochastic block models

Cites Work

• Unnamed Item
• Block clustering with Bernoulli mixture models: comparison of different approaches
• Comparison of the mixture and the classification maximum likelihood in cluster analysis with binary data
• A classification EM algorithm for clustering and two stochastic versions
• Clustering of contingency table and mixture model

This page was built for publication: Latent Block Model for Contingency Table