Agglomerative and divisive hierarchical Bayesian clustering

DOI10.1016/j.csda.2022.107566OpenAlexW4285602099MaRDI QIDQ2674524

Daniel K. Sewell, Joseph E. Cavanaugh, Elliot Burghardt

Publication date: 14 September 2022

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2022.107566

zbMATH Keywords

finite mixture modelDirichlet distributionDirichlet concentration parameterhierarchical clustering algorithms

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• R
• UCI-ml
• bayesm
• fastcluster
• flowClust
• clusfind
• MBCbook

Cites Work

• Unnamed Item
• Unnamed Item
• Estimating the Number of Clusters in a Data Set Via the Gap Statistic
• Asymptotic Behaviour of the Posterior Distribution in Overfitted Mixture Models
• Comparing clusterings -- an information based distance
• Modal posterior clustering motivated by Hopfield's network
• Cluster Analysis
• How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis
• Model-Based Gaussian and Non-Gaussian Clustering
• Model-Based Clustering, Discriminant Analysis, and Density Estimation
• Mixture Models With a Prior on the Number of Components
• Model-Based Clustering and Classification for Data Science
• A Quantitative Study of Gene Regulation Involved in the Immune Response of Anopheline Mosquitoes

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