A Parametric Version of Probabilistic Distance Clustering

DOI10.1007/978-3-030-21140-0_4zbMath1436.62281OpenAlexW2971700541MaRDI QIDQ3296442

Cristina Tortora, Francesco Palumbo, Christopher Rainey

Publication date: 7 July 2020

Published in: Statistical Learning of Complex Data (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-21140-0_4

zbMATH Keywords

Gaussian distributionclustering algorithmjoint distance functionmultivariate Student-\(t\) distributionPD clusteringprobabilistic distance (PD)

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Parametric hypothesis testing (62F03)

Uses Software

• R
• mvtnorm
• teigen
• mixture
• FPDclustering

Cites Work

• Probabilistic d-clustering
• Factor probabilistic distance clustering (FPDC): a new clustering method
• Cluster Analysis
• PROBABILISTIC DISTANCE CLUSTERING ADJUSTED FOR CLUSTER SIZE
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