An entropy criterion for assessing the number of clusters in a mixture model
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- Type
- article
- Published
- 1996-09-01
- Cited by
- 2,276
- References
- 31
- Access
- Open access
- OpenAlex
- https://openalex.org/W2079817125
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:122432529
Keywords
Mathematics, Entropy (arrow of time), Statistics, Artificial intelligence, Statistical physics
References
- Estimation and Hypothesis Testing in Finite Mixture Models
- A Monte Carlo Study of the Sampling Distribution of the Likelihood Ratio for Mixtures of Multinormal Distributions
- Large-sample results for optimization-based clustering
- Stochastic Complexity in Statistical Inquiry
- On Bootstrapping the Likelihood Ratio Test Statistic for the Number of Components in a Normal Mixture
- Asymptotic behaviour of classification maximum likelihood estimates
- Mixture Models, Outliers, and the EM Algorithm
- Large-sample results for optimization-based clustering methods
- Another interpretation of the EM algorithm for mixture distributions
- Multi-sample cluster analysis using Akaike's Information Criterion
- On some significance tests in cluster analysis
- Information Ratios for Validating Mixture Analysis
- Comparison of the mixture and the classification maximum likelihood in cluster analysis
- On the information-based measure of covariance complexity and its application to the evaluation of multivariate linear models
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Clustering criteria for discrete data and latent class models
- Model-based Gaussian and non-Gaussian clustering
- Pattern Recognition with Fuzzy Objective Function Algorithms
- PATTERN CLUSTERING BY MULTIVARIATE MIXTURE ANALYSIS.
- Some methods for classification and analysis of multivariate observations
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- Parametric latent class joint model for a longitudinal biomarker and recurrent events
- Educational Inequalities in the Co- occurrence of Mental Health and Substance Use Problems, and its Adult Socioeconomic Consequences: A Longitudinal Study of Young Adults in a Community Sample
- Patient factors and quality of life outcomes differ among four subgroups of oncology patients based on symptom occurrence
- Measuring Transitions in Sexual Risk Among Men Who Have Sex With Men: The Novel Use of Latent Class and Latent Transition Analysis in HIV Sentinel Surveillance
- Mental Health Care Consumers’ Relative Valuing of Clinician Performance Information
- Establishment and replication of emotion regulation profiles: implications for psychological health
- Finite Mixture Models in Market Segmentation: A Review and Suggestions for Best Practices
- MARKOV MODELS FOR LONGITUDINAL COURSE OF YOUTH BIPOLAR DISORDER
- Robust estimation of the number of components for mixtures of linear regression models
- Contribution aux méthodes de classification non supervisée via des approches prétopologiques et d'agrégation d'opinions. (Contribution to the data clustering methods via pretopological approaches and of opinions aggregation)
- TRANSITIONS IN DRUG USE AMONG HIGH-RISK WOMEN: AN APPLICATION OF LATENT CLASS AND LATENT TRANSITION ANALYSIS
- Kosten und Kostentreiber von unerwünschten Werbemails (Spam) — Eine empirische Analyse auf Provider- und Anwenderseite
- Contributions à une méthodologie de comparaison de partitions
- Bayesian mixtures for modelling complex medical data : a case study in Parkinson’s disease
- Testing for Differentially Functioning Indicators Using Mixtures of Confirmatory Factor Analysis Models
- Factor Mixture Models with Ordered Categorical Outcomes: The Mathematical Relation to Mixture Item Response Theory Models and a Comparison Of Maximum Likelihood and Bayesian Model Parameter Estimation Methods
- Automated In Vivo Dissection of White Matter Structures from Diffusion Magnetic Resonance Imaging. (Dissection Automatique In Vivo des Structures de la Matière Blanche à partir de l'imagerie par Résonance Magnétique de Diffusion)
- Growth and the college readiness of Iowa students : a longitudinal study linking growth to college outcomes
- Self-Regulation in School
- What to do when feeling bored? Students' strategies for coping with boredom.
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