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Mixture Models: Inference and Applications to Clustering.
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1989
Year
Mixture DistributionClustering (Nuclear Physics)EngineeringMixture ModelsData ScienceMixture AnalysisKnowledge DiscoveryK. E. BasfordStatistical InferenceNew YorkClustering (Data Mining)Statistical ModelingStatisticsUnsupervised Machine Learning
This 1988 book by McLachlan and Basford offers a comprehensive treatment of mixture models for inference and clustering. The book aims to present inference techniques and applications of mixture models for clustering.
17. Mixture Models: Inference and Applications to Clustering (Statistics: Textbooks and Monographs Series, Vol. 84). By G. J. McLachlan and K. E. Basford. Dekker, New York, 1988. xii + 254 pp. $83.50.