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The Dirichlet labeling process for clustering functional data

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Publication:3094083
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DOI10.5705/ss.2008.285zbMath1223.62104OpenAlexW2327975631MaRDI QIDQ3094083

XuanLong Nguyen, Alan E. Gelfand

Publication date: 21 October 2011

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.5705/ss.2008.285


zbMATH Keywords

Gaussian processesvariational BayesDirichlet process mixturesGibbs posteriorhybrid Dirichlet process


Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Inference from stochastic processes (62M99)


Related Items (7)

Fuzzy clustering of mixed data ⋮ Dynamic model-based clustering for spatio-temporal data ⋮ Bayesian Semiparametric Longitudinal Drift-Diffusion Mixed Models for Tone Learning in Adults ⋮ Bayesian nonparametric modeling for functional analysis of variance ⋮ Bayesian covariance estimation and inference in latent Gaussian process models ⋮ Bayesian curve fitting and clustering with Dirichlet process mixture models for microarray data ⋮ Enriched Stick-Breaking Processes for Functional Data






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