Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional data

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Bibliographic Details
Main Authors: Qihai Liu, Kevin H. Lee, Hyun Bin Kang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11694978/?tool=EBI
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author Qihai Liu
Kevin H. Lee
Hyun Bin Kang
author_facet Qihai Liu
Kevin H. Lee
Hyun Bin Kang
author_sort Qihai Liu
collection DOAJ
format Article
id doaj-art-fe9a3b8198b941e1a8c5dfe00c439c66
institution Kabale University
issn 1932-6203
language English
publishDate 2025-01-01
publisher Public Library of Science (PLoS)
record_format Article
series PLoS ONE
spelling doaj-art-fe9a3b8198b941e1a8c5dfe00c439c662025-01-05T05:30:38ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01201Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional dataQihai LiuKevin H. LeeHyun Bin Kanghttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11694978/?tool=EBI
spellingShingle Qihai Liu
Kevin H. Lee
Hyun Bin Kang
Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional data
PLoS ONE
title Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional data
title_full Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional data
title_fullStr Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional data
title_full_unstemmed Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional data
title_short Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional data
title_sort finite mixtures of functional graphical models uncovering heterogeneous dependencies in high dimensional data
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11694978/?tool=EBI
work_keys_str_mv AT qihailiu finitemixturesoffunctionalgraphicalmodelsuncoveringheterogeneousdependenciesinhighdimensionaldata
AT kevinhlee finitemixturesoffunctionalgraphicalmodelsuncoveringheterogeneousdependenciesinhighdimensionaldata
AT hyunbinkang finitemixturesoffunctionalgraphicalmodelsuncoveringheterogeneousdependenciesinhighdimensionaldata