Mixture Models Publications

Publications in Mixture Models

Explore the most influential research papers and scholarly works that have shaped Mixture Models. Use the concept filter below to focus on a specific sub-area of research.

Mixture Models

575

Publications

70.1K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study Karen Nylund‐Gibson, Tihomir Asparouhov, Bengt Muthén Structural Equation Modeling A Multidisciplinary Journal EducationLatent Class AnalysisLatent ModelingMixture AnalysisBiostatistics	2007	10.4K
Auxiliary Variables in Mixture Modeling: Three-Step Approaches Using M<i>plus</i> Tihomir Asparouhov, Bengt Muthén Structural Equation Modeling A Multidisciplinary Journal Mixture DistributionLatent ModelingMixture ModelsAuxiliary VariablesMixture Analysis	2014	3.2K
Statistical Analysis of Finite Mixture Distributions. Bruce G. Lindsay, D. M. Titterington, A. F. M. Smith, Journal of the American Statistical Association Mixture DistributionEngineeringMixture ModelsMixture AnalysisStatistical Problems	1987	2.9K
mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models Luca Scrucca, Michael Fop, Thomas Brendan Murphy, The R Journal EngineeringMachine LearningUnsupervised Machine LearningData ScienceData Mining	2016	2.9K
A SAS Procedure Based on Mixture Models for Estimating Developmental Trajectories Bobby L. Jones, Daniel S. Nagin, Kathryn Roeder Sociological Methods & Research EducationSocial SciencesDevelopmental PsychologyDevelopmental TrajectoriesMixture Analysis	2001	2.3K
Unsupervised learning of finite mixture models Mário A. T. Figueiredo, Anil K. Jain IEEE Transactions on Pattern Analysis and Machine Intelligence Em AlgorithmMixture DistributionEngineeringMachine LearningMixture Models	2002	2.1K
Mixtures of Probabilistic Principal Component Analyzers Michael E. Tipping, Chris Bishop Neural Computation Latent ModelingImage AnalysisMachine LearningData ScienceMixture Models	1999	1.9K
Assessing a mixture model for clustering with the integrated completed likelihood Christophe Biernacki, Gilles Celeux, G. Govaert IEEE Transactions on Pattern Analysis and Machine Intelligence Document ClusteringMixture DistributionEngineeringMixture ModelsData Science	2000	1.5K
<b>mixtools</b>: An<i>R</i>Package for Analyzing Finite Mixture Models Tatiana Benaglia, Didier Chauveau, David R. Hunter, Journal of Statistical Software Unspecified DensitiesMixture DistributionEngineeringMultivariate Normal MixturesMixture Models	2009	1.3K
Mixture Models: Inference and Applications to Clustering. Bruce G. Lindsay, G. L. McLachlan, K. E. Basford, Journal of the American Statistical Association Mixture DistributionEngineeringMixture ModelsData ScienceMixture Analysis	1989	1.1K
Beyond SEM: General Latent Variable Modeling Bengt Muthén Behaviormetrika Data ModelingLatent ModelingBayesian Hierarchical ModelingMixture ModelsFactor Models	2002	1.1K
Estimating the components of a mixture of normal distributions N. E. Day Biometrika Moment EstimatorsMixture DistributionDensity EstimationMixture ModelsMixture Analysis	1969	821

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