Concepedia
Statistics
Publications
35
Citations
905
H-Index
17
Active since
2012
Affiliations
The University of Queensland(Current)
La Trobe University
Centre National de la Recherche Scientifique
Université de Caen Normandie
Centre Inria de l'Université Grenoble Alpes
Hien D. Nguyen is an author at The University of Queensland specializing in statistics, engineering, and statistical inference.
Top concepts
EngineeringStatisticsStatistical InferenceData ScienceBiostatisticsMachine LearningFunctional Data AnalysisNeuroimagingPublic HealthMedicine
Publications per year
2012–2025
VARIANCE INFLATION FACTORS IN REGRESSION MODELS WITH DUMMY VARIABLES
Leigh W. Murray, Hien D. Nguyen, Yu-Feng Lee et al. · Conference on Applied Statistics in Agriculture · 2012 · 97 citations · Full text
Regression Models, Economics, Econometric Model +13
Approximation by finite mixtures of continuous density functions that vanish at infinity
TrungTin Nguyen, Hien D. Nguyen, Faïcel Chamroukhi et al. · Cogent Mathematics & Statistics · 2020 · 70 citations · Full text
Laplace mixture of linear experts
Hien D. Nguyen, Geoffrey J. McLachlan · Computational Statistics & Data Analysis · 2014 · 60 citations
Mixture Distribution, Engineering, Machine Learning +4
Multisite generalizability of schizophrenia diagnosis classification based on functional brain connectivity
Pierre Orban, Christian Dansereau, Laurence Desbois et al. · Schizophrenia Research · 2017 · 59 citations · Full text
Neuroimaging Biomarkers, Neuroimaging Modality, Psychiatry +15
A Universal Approximation Theorem for Mixture-of-Experts Models
Hien D. Nguyen, Luke R. Lloyd‐Jones, Geoffrey J. McLachlan · Neural Computation · 2016 · 39 citations
Engineering, Machine Learning, Mixture Of Expert +16
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