Sharp, Alex; Chalatov, Glen; Browne, Ryan P. A dual subspace parsimonious mixture of matrix normal distributions. (English) Zbl 07739775 Adv. Data Anal. Classif., ADAC 17, No. 3, 801-822 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{A. Sharp} et al., Adv. Data Anal. Classif., ADAC 17, No. 3, 801--822 (2023; Zbl 07739775) Full Text: DOI
Dang, Utkarsh J.; Gallaugher, Michael P. B.; Browne, Ryan P.; McNicholas, Paul D. Model-based clustering and classification using mixtures of multivariate skewed power exponential distributions. (English) Zbl 07695288 J. Classif. 40, No. 1, 145-167 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{U. J. Dang} et al., J. Classif. 40, No. 1, 145--167 (2023; Zbl 07695288) Full Text: DOI arXiv
Kim, Nam-Hwui; Browne, Ryan P. Anderson relaxation test for intrinsic dimension selection in model-based clustering. (English) Zbl 07632297 J. Stat. Comput. Simulation 92, No. 16, 3468-3487 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{N.-H. Kim} and \textit{R. P. Browne}, J. Stat. Comput. Simulation 92, No. 16, 3468--3487 (2022; Zbl 07632297) Full Text: DOI
Hou-Liu, Jason; Browne, Ryan P. Factor and hybrid components for model-based clustering. (English) Zbl 07597421 Adv. Data Anal. Classif., ADAC 16, No. 2, 373-398 (2022). MSC: 62-08 PDFBibTeX XMLCite \textit{J. Hou-Liu} and \textit{R. P. Browne}, Adv. Data Anal. Classif., ADAC 16, No. 2, 373--398 (2022; Zbl 07597421) Full Text: DOI
Sharp, Alex; Browne, Ryan A joint latent factor analyzer and functional subspace model for clustering multivariate functional data. (English) Zbl 1495.62053 Stat. Comput. 32, No. 5, Paper No. 68, 33 p. (2022). MSC: 62H30 62H25 62M99 62R10 PDFBibTeX XMLCite \textit{A. Sharp} and \textit{R. Browne}, Stat. Comput. 32, No. 5, Paper No. 68, 33 p. (2022; Zbl 1495.62053) Full Text: DOI
Hou-Liu, Jason; Browne, Ryan P. Chimeral clustering. (English) Zbl 07512358 J. Classif. 39, No. 1, 171-190 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{J. Hou-Liu} and \textit{R. P. Browne}, J. Classif. 39, No. 1, 171--190 (2022; Zbl 07512358) Full Text: DOI
Kim, Nam-Hwui; Browne, Ryan P. In the pursuit of sparseness: a new rank-preserving penalty for a finite mixture of factor analyzers. (English) Zbl 07422736 Comput. Stat. Data Anal. 160, Article ID 107244, 18 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{N.-H. Kim} and \textit{R. P. Browne}, Comput. Stat. Data Anal. 160, Article ID 107244, 18 p. (2021; Zbl 07422736) Full Text: DOI
Murray, Paula M.; Browne, Ryan P.; McNicholas, Paul D. Mixtures of hidden truncation hyperbolic factor analyzers. (English) Zbl 07223606 J. Classif. 37, No. 2, 366-379 (2020). MSC: 62H30 PDFBibTeX XMLCite \textit{P. M. Murray} et al., J. Classif. 37, No. 2, 366--379 (2020; Zbl 07223606) Full Text: DOI arXiv
Tortora, Cristina; Franczak, Brian C.; Browne, Ryan P.; McNicholas, Paul D. A mixture of coalesced generalized hyperbolic distributions. (English) Zbl 1433.62172 J. Classif. 36, No. 1, 26-57 (2019). MSC: 62H30 62H12 PDFBibTeX XMLCite \textit{C. Tortora} et al., J. Classif. 36, No. 1, 26--57 (2019; Zbl 1433.62172) Full Text: DOI arXiv
Kim, Nam-Hwui; Browne, Ryan Subspace clustering for the finite mixture of generalized hyperbolic distributions. (English) Zbl 1474.62187 Adv. Data Anal. Classif., ADAC 13, No. 3, 641-661 (2019). MSC: 62H12 62H25 62H30 PDFBibTeX XMLCite \textit{N.-H. Kim} and \textit{R. Browne}, Adv. Data Anal. Classif., ADAC 13, No. 3, 641--661 (2019; Zbl 1474.62187) Full Text: DOI
Morris, Katherine; Punzo, Antonio; McNicholas, Paul D.; Browne, Ryan P. Asymmetric clusters and outliers: mixtures of multivariate contaminated shifted asymmetric Laplace distributions. (English) Zbl 1507.62136 Comput. Stat. Data Anal. 132, 145-166 (2019). MSC: 62-08 62H30 62F10 62H10 PDFBibTeX XMLCite \textit{K. Morris} et al., Comput. Stat. Data Anal. 132, 145--166 (2019; Zbl 1507.62136) Full Text: DOI arXiv
Murray, Paula M.; Browne, Ryan P.; McNicholas, Paul D. Hidden truncation hyperbolic distributions, finite mixtures thereof, and their application for clustering. (English) Zbl 1403.62028 J. Multivariate Anal. 161, 141-156 (2017). MSC: 62E15 62H05 62H12 62H30 PDFBibTeX XMLCite \textit{P. M. Murray} et al., J. Multivariate Anal. 161, 141--156 (2017; Zbl 1403.62028) Full Text: DOI arXiv
Dang, Utkarsh J.; Punzo, Antonio; McNicholas, Paul D.; Ingrassia, Salvatore; Browne, Ryan P. Multivariate response and parsimony for Gaussian cluster-weighted models. (English) Zbl 1364.62149 J. Classif. 34, No. 1, 4-34 (2017). MSC: 62H30 62F10 PDFBibTeX XMLCite \textit{U. J. Dang} et al., J. Classif. 34, No. 1, 4--34 (2017; Zbl 1364.62149) Full Text: DOI arXiv
Punzo, Antonio; Browne, Ryan P.; Mcnicholas, Paul D. Hypothesis testing for mixture model selection. (English) Zbl 07184768 J. Stat. Comput. Simulation 86, No. 14, 2797-2818 (2016). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Punzo} et al., J. Stat. Comput. Simulation 86, No. 14, 2797--2818 (2016; Zbl 07184768) Full Text: DOI
Tortora, Cristina; McNicholas, Paul D.; Browne, Ryan P. A mixture of generalized hyperbolic factor analyzers. (English) Zbl 1414.62278 Adv. Data Anal. Classif., ADAC 10, No. 4, 423-440 (2016). MSC: 62H30 62H25 PDFBibTeX XMLCite \textit{C. Tortora} et al., Adv. Data Anal. Classif., ADAC 10, No. 4, 423--440 (2016; Zbl 1414.62278) Full Text: DOI arXiv
Tang, Yang; Browne, Ryan P.; McNicholas, Paul D. Model based clustering of high-dimensional binary data. (English) Zbl 1468.62191 Comput. Stat. Data Anal. 87, 84-101 (2015). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{Y. Tang} et al., Comput. Stat. Data Anal. 87, 84--101 (2015; Zbl 1468.62191) Full Text: DOI arXiv
Dang, Utkarsh J.; Browne, Ryan P.; McNicholas, Paul D. Mixtures of multivariate power exponential distributions. (English) Zbl 1419.62330 Biometrics 71, No. 4, 1081-1089 (2015). MSC: 62P10 62H30 PDFBibTeX XMLCite \textit{U. J. Dang} et al., Biometrics 71, No. 4, 1081--1089 (2015; Zbl 1419.62330) Full Text: DOI arXiv
Browne, Ryan P.; McNicholas, Paul D. A mixture of generalized hyperbolic distributions. (English. French summary) Zbl 1320.62144 Can. J. Stat. 43, No. 2, 176-198 (2015). MSC: 62H30 PDFBibTeX XMLCite \textit{R. P. Browne} and \textit{P. D. McNicholas}, Can. J. Stat. 43, No. 2, 176--198 (2015; Zbl 1320.62144) Full Text: DOI arXiv
Browne, Ryan P.; McNicholas, Paul D. Estimating common principal components in high dimensions. (English) Zbl 1474.62183 Adv. Data Anal. Classif., ADAC 8, No. 2, 217-226 (2014). MSC: 62H12 62H30 PDFBibTeX XMLCite \textit{R. P. Browne} and \textit{P. D. McNicholas}, Adv. Data Anal. Classif., ADAC 8, No. 2, 217--226 (2014; Zbl 1474.62183) Full Text: DOI arXiv
Murray, Paula M.; Browne, Ryan P.; McNicholas, Paul D. Mixtures of skew-\(t\) factor analyzers. (English) Zbl 1506.62132 Comput. Stat. Data Anal. 77, 326-335 (2014). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{P. M. Murray} et al., Comput. Stat. Data Anal. 77, 326--335 (2014; Zbl 1506.62132) Full Text: DOI arXiv
Browne, Ryan P.; McNicholas, Paul D. Orthogonal Stiefel manifold optimization for eigen-decomposed covariance parameter estimation in mixture models. (English) Zbl 1325.62008 Stat. Comput. 24, No. 2, 203-210 (2014). MSC: 62-07 62H30 PDFBibTeX XMLCite \textit{R. P. Browne} and \textit{P. D. McNicholas}, Stat. Comput. 24, No. 2, 203--210 (2014; Zbl 1325.62008) Full Text: DOI
Browne, Ryan P.; McNicholas, Paul D. Model-based clustering, classification, and discriminant analysis of data with mixed type. (English) Zbl 1335.62093 J. Stat. Plann. Inference 142, No. 11, 2976-2984 (2012). MSC: 62H30 62P10 PDFBibTeX XMLCite \textit{R. P. Browne} and \textit{P. D. McNicholas}, J. Stat. Plann. Inference 142, No. 11, 2976--2984 (2012; Zbl 1335.62093) Full Text: DOI