scientific article; zbMATH DE number 7164685

zbMath1441.62175MaRDI QIDQ5214167

Rosangela H. Loschi, Renato M. Assunção, Leonardo V. Teixeira

Publication date: 7 February 2020

Full work available at URL: http://jmlr.csail.mit.edu/papers/v20/16-615.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

product partition modelsspatial clusteringBayesian clusteringrandom spanning trees

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Applications of statistics to social sciences (62P25) Applications of graph theory (05C90)

Related Items (6)

Identifying Latent Groups in Spatial Panel Data Using a Markov Random Field Constrained Product Partition Model ⋮ Crime in Philadelphia: Bayesian Clustering with Particle Optimization ⋮ Unnamed Item ⋮ Bayesian clustering of spatial functional data with application to a human mobility study during COVID-19 ⋮ Handling categorical features with many levels using a product partition model ⋮ Inducing high spatial correlation with randomly edge-weighted neighborhood graphs

Uses Software

• clusterPy

Cites Work

• Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
• Spatial product partition models
• The self-organizing map
• Bayesian clustering in decomposable graphs
• Bayesian Partitioning for Estimating Disease Risk
• Bayesian Wombling
• Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window
• Bayesian Detection of Clusters and Discontinuities in Disease Maps
• Bayesian Detection and Modeling of Spatial Disease Clustering
• A Bayesian Analysis for Change Point Problems
• Sampling decomposable graphs using a Markov chain on junction trees
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item

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