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Faculty of Busines and Mana...
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XIN Ling
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Journal article
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2025
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2024
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Factor analysis
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Advances in Data Analysis a...
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Choosing the number of factors in factor analysis with incomplete data via a novel hierarchical Bayesian information criterion
Journal article
Advances in Data Analysis and Classification,2025, volume: 19, issue: 1, pages: 209-235
Authors:
Zhao, Jianhua
;
Shang, Changchun
;
Li, Shulan
;
Xin, Ling
;
Yu, Philip L.H.
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View/Download:38/0
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Submit date:2025/05/06
BIC
Factor analysis
Incomplete data
Maximum likelihood
Model selection
Variational Bayesian
Grouped Spherical Data Modeling Through Hierarchical Nonparametric Bayesian Models and Its Application to fMRI Data Analysis
Journal article
IEEE Transactions on Neural Networks and Learning Systems,2024, volume: 35, issue: 4, pages: 5566-5576
Authors:
Fan, Wentao
;
Yang, Lin
;
Bouguila, Nizar
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View/Download:6/0
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Submit date:2024/05/07
Functional magnetic resonance imaging (fMRI) data analysis
hierarchical nonparametric Bayesian model
hierarchical Pitman-Yor (HPY) process
spherical data
variational Bayes (VB)
von Mises-Fisher (VMF)