Luo, Wei Determine the number of clusters by data augmentation. (English) Zbl 07567703 Electron. J. Stat. 16, No. 2, 3910-3936 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Luo}, Electron. J. Stat. 16, No. 2, 3910--3936 (2022; Zbl 07567703) Full Text: DOI Link OpenURL
Marbac, Matthieu; Sedki, Mohammed; Biernacki, Christophe; Vandewalle, Vincent Simultaneous semiparametric estimation of clustering and regression. (English) Zbl 07547626 J. Comput. Graph. Stat. 31, No. 2, 477-485 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Marbac} et al., J. Comput. Graph. Stat. 31, No. 2, 477--485 (2022; Zbl 07547626) Full Text: DOI OpenURL
Seo, Beomseok; Lin, Lin; Li, Jia Block-wise variable selection for clustering via latent states of mixture models. (English) Zbl 07546465 J. Comput. Graph. Stat. 31, No. 1, 138-150 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Seo} et al., J. Comput. Graph. Stat. 31, No. 1, 138--150 (2022; Zbl 07546465) Full Text: DOI OpenURL
Fop, Michael; Mattei, Pierre-Alexandre; Bouveyron, Charles; Murphy, Thomas Brendan Unobserved classes and extra variables in high-dimensional discriminant analysis. (English) Zbl 07538944 Adv. Data Anal. Classif., ADAC 16, No. 1, 55-92 (2022). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Fop} et al., Adv. Data Anal. Classif., ADAC 16, No. 1, 55--92 (2022; Zbl 07538944) Full Text: DOI OpenURL
Chavent, Marie; Genuer, Robin; Saracco, Jérôme Combining clustering of variables and feature selection using random forests. (English) Zbl 07545559 Commun. Stat., Simulation Comput. 50, No. 2, 426-445 (2021). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{M. Chavent} et al., Commun. Stat., Simulation Comput. 50, No. 2, 426--445 (2021; Zbl 07545559) Full Text: DOI OpenURL
Yang, Congyuan; Priebe, Carey E.; Park, Youngser; Marchette, David J. Simultaneous dimensionality and complexity model selection for spectral graph clustering. (English) Zbl 07499867 J. Comput. Graph. Stat. 30, No. 2, 422-441 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Yang} et al., J. Comput. Graph. Stat. 30, No. 2, 422--441 (2021; Zbl 07499867) Full Text: DOI OpenURL
Wang, Minjie; Allen, Genevera I. Integrative generalized convex clustering optimization and feature selection for mixed multi-view data. (English) Zbl 07370572 J. Mach. Learn. Res. 22, Paper No. 55, 73 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Wang} and \textit{G. I. Allen}, J. Mach. Learn. Res. 22, Paper No. 55, 73 p. (2021; Zbl 07370572) Full Text: arXiv Link OpenURL
Carel, Léna; Alquier, Pierre Simultaneous dimension reduction and clustering via the NMF-EM algorithm. (English) Zbl 07363872 Adv. Data Anal. Classif., ADAC 15, No. 1, 231-260 (2021). MSC: 62H30 62H12 62P25 91C20 PDF BibTeX XML Cite \textit{L. Carel} and \textit{P. Alquier}, Adv. Data Anal. Classif., ADAC 15, No. 1, 231--260 (2021; Zbl 07363872) Full Text: DOI arXiv OpenURL
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan Robust variable selection for model-based learning in presence of adulteration. (English) Zbl 07345450 Comput. Stat. Data Anal. 158, Article ID 107186, 21 p. (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Cappozzo} et al., Comput. Stat. Data Anal. 158, Article ID 107186, 21 p. (2021; Zbl 07345450) Full Text: DOI arXiv OpenURL
Tonellato, Stefano F. Bayesian nonparametric clustering as a community detection problem. (English) Zbl 07345892 Comput. Stat. Data Anal. 152, Article ID 107044, 15 p. (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{S. F. Tonellato}, Comput. Stat. Data Anal. 152, Article ID 107044, 15 p. (2020; Zbl 07345892) Full Text: DOI Link OpenURL
Sanna Passino, Francesco; Heard, Nicholas A. Bayesian estimation of the latent dimension and communities in stochastic blockmodels. (English) Zbl 1452.62404 Stat. Comput. 30, No. 5, 1291-1307 (2020). MSC: 62H22 62M45 PDF BibTeX XML Cite \textit{F. Sanna Passino} and \textit{N. A. Heard}, Stat. Comput. 30, No. 5, 1291--1307 (2020; Zbl 1452.62404) Full Text: DOI arXiv OpenURL
Storlie, Curtis B.; Therneau, Terry M.; Carter, Rickey E.; Chia, Nicholas; Bergquist, John R.; Huddleston, Jeanne M.; Romero-Brufau, Santiago Prediction and inference with missing data in patient alert systems. (English) Zbl 1437.62613 J. Am. Stat. Assoc. 115, No. 529, 32-46 (2020). MSC: 62P10 62F15 62D05 PDF BibTeX XML Cite \textit{C. B. Storlie} et al., J. Am. Stat. Assoc. 115, No. 529, 32--46 (2020; Zbl 1437.62613) Full Text: DOI arXiv OpenURL
Marbac, Matthieu; Sedki, Mohammed; Patin, Tienne Variable selection for mixed data clustering: application in human population genomics. (English) Zbl 07223592 J. Classif. 37, No. 1, 124-142 (2020). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Marbac} et al., J. Classif. 37, No. 1, 124--142 (2020; Zbl 07223592) Full Text: DOI OpenURL
Tang, Fengqin; Wang, Chunning; Su, Jinxia; Wang, Yuanyuan Spectral clustering-based community detection using graph distance and node attributes. (English) Zbl 07206113 Comput. Stat. 35, No. 1, 69-94 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{F. Tang} et al., Comput. Stat. 35, No. 1, 69--94 (2020; Zbl 07206113) Full Text: DOI OpenURL
Laclau, Charlotte; Brault, Vincent Noise-free latent block model for high dimensional data. (English) Zbl 1458.68171 Data Min. Knowl. Discov. 33, No. 2, 446-473 (2019). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{C. Laclau} and \textit{V. Brault}, Data Min. Knowl. Discov. 33, No. 2, 446--473 (2019; Zbl 1458.68171) Full Text: DOI HAL OpenURL
Crook, Oliver M.; Gatto, Laurent; Kirk, Paul D. W. Fast approximate inference for variable selection in Dirichlet process mixtures, with an application to pan-cancer proteomics. (English) Zbl 1445.92105 Stat. Appl. Genet. Mol. Biol. 18, No. 6, Article ID 20180065, 20 p. (2019). MSC: 92C40 62P10 62H30 PDF BibTeX XML Cite \textit{O. M. Crook} et al., Stat. Appl. Genet. Mol. Biol. 18, No. 6, Article ID 20180065, 20 p. (2019; Zbl 1445.92105) Full Text: DOI arXiv Link OpenURL
Brodinová, Šárka; Filzmoser, Peter; Ortner, Thomas; Breiteneder, Christian; Rohm, Maia Robust and sparse \(k\)-means clustering for high-dimensional data. (English) Zbl 1459.62106 Adv. Data Anal. Classif., ADAC 13, No. 4, 905-932 (2019). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{Š. Brodinová} et al., Adv. Data Anal. Classif., ADAC 13, No. 4, 905--932 (2019; Zbl 1459.62106) Full Text: DOI arXiv OpenURL
Flynt, Abby; Dean, Nema Growth mixture modeling with measurement selection. (English) Zbl 1433.62157 J. Classif. 36, No. 1, 3-25 (2019). MSC: 62H30 62H11 PDF BibTeX XML Cite \textit{A. Flynt} and \textit{N. Dean}, J. Classif. 36, No. 1, 3--25 (2019; Zbl 1433.62157) Full Text: DOI arXiv OpenURL
Ickowicz, Adrien; Ford, Jessica; Hayes, Keith A mixture model approach for compositional data: inferring land-use influence on point-referenced water quality measurements. (English) Zbl 1428.62489 J. Agric. Biol. Environ. Stat. 24, No. 4, 719-739 (2019). MSC: 62P12 62F15 62H30 PDF BibTeX XML Cite \textit{A. Ickowicz} et al., J. Agric. Biol. Environ. Stat. 24, No. 4, 719--739 (2019; Zbl 1428.62489) Full Text: DOI OpenURL
Fop, Michael; Murphy, Thomas Brendan; Scrucca, Luca Model-based clustering with sparse covariance matrices. (English) Zbl 1430.62131 Stat. Comput. 29, No. 4, 791-819 (2019). MSC: 62H30 62H25 PDF BibTeX XML Cite \textit{M. Fop} et al., Stat. Comput. 29, No. 4, 791--819 (2019; Zbl 1430.62131) Full Text: DOI arXiv Link OpenURL
Galeano, Pedro; Peña, Daniel Data science, big data and statistics. (English) Zbl 1428.62021 Test 28, No. 2, 289-329 (2019). MSC: 62A01 68T05 62M10 62H12 62R07 PDF BibTeX XML Cite \textit{P. Galeano} and \textit{D. Peña}, Test 28, No. 2, 289--329 (2019; Zbl 1428.62021) Full Text: DOI OpenURL
Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed Variable selection in model-based clustering and discriminant analysis with a regularization approach. (English) Zbl 1474.62216 Adv. Data Anal. Classif., ADAC 13, No. 1, 259-278 (2019). MSC: 62H30 91C20 PDF BibTeX XML Cite \textit{G. Celeux} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 259--278 (2019; Zbl 1474.62216) Full Text: DOI arXiv OpenURL
Fernández, Daniel; Arnold, Richard; Pledger, Shirley; Liu, Ivy; Costilla, Roy Finite mixture biclustering of discrete type multivariate data. (English) Zbl 1474.62083 Adv. Data Anal. Classif., ADAC 13, No. 1, 117-143 (2019). MSC: 62F15 62F86 62H12 62H30 62H86 PDF BibTeX XML Cite \textit{D. Fernández} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 117--143 (2019; Zbl 1474.62083) Full Text: DOI Link OpenURL
Biernacki, Christophe; Lourme, Alexandre Unifying data units and models in (co-)clustering. (English) Zbl 1459.62105 Adv. Data Anal. Classif., ADAC 13, No. 1, 7-31 (2019). MSC: 62H30 PDF BibTeX XML Cite \textit{C. Biernacki} and \textit{A. Lourme}, Adv. Data Anal. Classif., ADAC 13, No. 1, 7--31 (2019; Zbl 1459.62105) Full Text: DOI HAL OpenURL
Marbac, Matthieu; Vandewalle, Vincent A tractable multi-partitions clustering. (English) Zbl 07027219 Comput. Stat. Data Anal. 132, 167-179 (2019). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Marbac} and \textit{V. Vandewalle}, Comput. Stat. Data Anal. 132, 167--179 (2019; Zbl 07027219) Full Text: DOI arXiv OpenURL
Amiri, Saeid; Clarke, Bertrand S.; Clarke, Jennifer L. Clustering categorical data via ensembling dissimilarity matrices. (English) Zbl 07498978 J. Comput. Graph. Stat. 27, No. 1, 195-208 (2018). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Amiri} et al., J. Comput. Graph. Stat. 27, No. 1, 195--208 (2018; Zbl 07498978) Full Text: DOI OpenURL
Wang, Binhuan; Zhang, Yilong; Sun, Will Wei; Fang, Yixin Sparse convex clustering. (English) Zbl 07498956 J. Comput. Graph. Stat. 27, No. 2, 393-403 (2018). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Wang} et al., J. Comput. Graph. Stat. 27, No. 2, 393--403 (2018; Zbl 07498956) Full Text: DOI OpenURL
Zhu, Xuwen Variable diagnostics in model-based clustering through variation partition. (English) Zbl 07479941 J. Appl. Stat. 45, No. 16, 2888-2905 (2018). MSC: 62Pxx PDF BibTeX XML Cite \textit{X. Zhu}, J. Appl. Stat. 45, No. 16, 2888--2905 (2018; Zbl 07479941) Full Text: DOI OpenURL
Wallace, Meredith L.; Buysse, Daniel J.; Germain, Anne; Hall, Martica H.; Iyengar, Satish Variable selection for skewed model-based clustering: application to the identification of novel sleep phenotypes. (English) Zbl 1398.62347 J. Am. Stat. Assoc. 113, No. 521, 95-110 (2018). MSC: 62P10 62H30 62F07 PDF BibTeX XML Cite \textit{M. L. Wallace} et al., J. Am. Stat. Assoc. 113, No. 521, 95--110 (2018; Zbl 1398.62347) Full Text: DOI Link OpenURL
Wang, Ketong; Porter, Michael D. Optimal Bayesian clustering using non-negative matrix factorization. (English) Zbl 1469.62158 Comput. Stat. Data Anal. 128, 395-411 (2018). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{K. Wang} and \textit{M. D. Porter}, Comput. Stat. Data Anal. 128, 395--411 (2018; Zbl 1469.62158) Full Text: DOI arXiv OpenURL
Chekouo, Thierry; Murua, Alejandro High-dimensional variable selection with the plaid mixture model for clustering. (English) Zbl 1417.62171 Comput. Stat. 33, No. 3, 1475-1496 (2018). MSC: 62H30 62F15 62P10 65C60 PDF BibTeX XML Cite \textit{T. Chekouo} and \textit{A. Murua}, Comput. Stat. 33, No. 3, 1475--1496 (2018; Zbl 1417.62171) Full Text: DOI OpenURL
Mai, Feng; Fry, Michael J.; Ohlmann, Jeffrey W. Model-based capacitated clustering with posterior regularization. (English) Zbl 1403.90519 Eur. J. Oper. Res. 271, No. 2, 594-605 (2018). MSC: 90C10 90C59 90B18 90B80 90C15 PDF BibTeX XML Cite \textit{F. Mai} et al., Eur. J. Oper. Res. 271, No. 2, 594--605 (2018; Zbl 1403.90519) Full Text: DOI OpenURL
Kim, Sunghoon; DeSarbo, Wayne S.; Fong, Duncan K. H. A hierarchical Bayesian approach for examining heterogeneity in choice decisions. (English) Zbl 1402.91109 J. Math. Psychol. 82, 56-72 (2018). MSC: 91B06 62P15 62H05 91E99 PDF BibTeX XML Cite \textit{S. Kim} et al., J. Math. Psychol. 82, 56--72 (2018; Zbl 1402.91109) Full Text: DOI OpenURL
Fop, Michael; Murphy, Thomas Brendan Variable selection methods for model-based clustering. (English) Zbl 06875306 Stat. Surv. 12, 18-65 (2018). MSC: 62Hxx 62-02 PDF BibTeX XML Cite \textit{M. Fop} and \textit{T. B. Murphy}, Stat. Surv. 12, 18--65 (2018; Zbl 06875306) Full Text: DOI arXiv Euclid OpenURL
Galimberti, Giuliano; Manisi, Annamaria; Soffritti, Gabriele Modelling the role of variables in model-based cluster analysis. (English) Zbl 1384.62195 Stat. Comput. 28, No. 1, 145-169 (2018). MSC: 62H30 62J05 PDF BibTeX XML Cite \textit{G. Galimberti} et al., Stat. Comput. 28, No. 1, 145--169 (2018; Zbl 1384.62195) Full Text: DOI OpenURL
Arias-Castro, Ery; Pu, Xiao A simple approach to sparse clustering. (English) Zbl 1466.62020 Comput. Stat. Data Anal. 105, 217-228 (2017). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{E. Arias-Castro} and \textit{X. Pu}, Comput. Stat. Data Anal. 105, 217--228 (2017; Zbl 1466.62020) Full Text: DOI arXiv OpenURL
Gaynor, Sheila; Bair, Eric Identification of relevant subtypes via preweighted sparse clustering. (English) Zbl 1466.62074 Comput. Stat. Data Anal. 116, 139-154 (2017). MSC: 62-08 62H30 62P10 PDF BibTeX XML Cite \textit{S. Gaynor} and \textit{E. Bair}, Comput. Stat. Data Anal. 116, 139--154 (2017; Zbl 1466.62074) Full Text: DOI arXiv Link OpenURL
Marbac, Matthieu; Sedki, Mohammed Variable selection for model-based clustering using the integrated complete-data likelihood. (English) Zbl 1384.62199 Stat. Comput. 27, No. 4, 1049-1063 (2017). MSC: 62H30 62F10 PDF BibTeX XML Cite \textit{M. Marbac} and \textit{M. Sedki}, Stat. Comput. 27, No. 4, 1049--1063 (2017; Zbl 1384.62199) Full Text: DOI arXiv OpenURL
Ranalli, Monia; Rocci, Roberto A model-based approach to simultaneous clustering and dimensional reduction of ordinal data. (English) Zbl 1402.62142 Psychometrika 82, No. 4, 1007-1034 (2017). MSC: 62H30 62H25 62H12 62P15 PDF BibTeX XML Cite \textit{M. Ranalli} and \textit{R. Rocci}, Psychometrika 82, No. 4, 1007--1034 (2017; Zbl 1402.62142) Full Text: DOI arXiv OpenURL
Floriello, Davide; Vitelli, Valeria Sparse clustering of functional data. (English) Zbl 1353.62069 J. Multivariate Anal. 154, 1-18 (2017). MSC: 62H30 62H99 62G05 PDF BibTeX XML Cite \textit{D. Floriello} and \textit{V. Vitelli}, J. Multivariate Anal. 154, 1--18 (2017; Zbl 1353.62069) Full Text: DOI arXiv OpenURL
Melnykov, Volodymyr Model-based biclustering of clickstream data. (English) Zbl 1468.62138 Comput. Stat. Data Anal. 93, 31-45 (2016). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{V. Melnykov}, Comput. Stat. Data Anal. 93, 31--45 (2016; Zbl 1468.62138) Full Text: DOI OpenURL
Scrucca, Luca Identifying connected components in Gaussian finite mixture models for clustering. (English) Zbl 1468.62174 Comput. Stat. Data Anal. 93, 5-17 (2016). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{L. Scrucca}, Comput. Stat. Data Anal. 93, 5--17 (2016; Zbl 1468.62174) Full Text: DOI OpenURL
Morris, Katherine; McNicholas, Paul D. Clustering, classification, discriminant analysis, and dimension reduction via generalized hyperbolic mixtures. (English) Zbl 1468.62144 Comput. Stat. Data Anal. 97, 133-150 (2016). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{K. Morris} and \textit{P. D. McNicholas}, Comput. Stat. Data Anal. 97, 133--150 (2016; Zbl 1468.62144) Full Text: DOI arXiv OpenURL
Hunt, Lynette A.; Basford, Kaye E. Comparing classical criteria for selecting intra-class correlated features in Multimix. (English) Zbl 1466.62107 Comput. Stat. Data Anal. 103, 350-366 (2016). MSC: 62-08 PDF BibTeX XML Cite \textit{L. A. Hunt} and \textit{K. E. Basford}, Comput. Stat. Data Anal. 103, 350--366 (2016; Zbl 1466.62107) Full Text: DOI Link OpenURL
Xiong, Cui; Zhang, Jun; Luo, Xinchao Ridge-forward quadratic discriminant analysis in high-dimensional situations. (English) Zbl 1369.62142 J. Syst. Sci. Complex. 29, No. 6, 1703-1715 (2016). MSC: 62H30 PDF BibTeX XML Cite \textit{C. Xiong} et al., J. Syst. Sci. Complex. 29, No. 6, 1703--1715 (2016; Zbl 1369.62142) Full Text: DOI OpenURL
McNicholas, Paul D. Model-based clustering. (English) Zbl 1364.62155 J. Classif. 33, No. 3, 331-373 (2016). MSC: 62H30 PDF BibTeX XML Cite \textit{P. D. McNicholas}, J. Classif. 33, No. 3, 331--373 (2016; Zbl 1364.62155) Full Text: DOI OpenURL
Michael, Semhar; Melnykov, Volodymyr Studying complexity of model-based clustering. (English) Zbl 1347.62116 Commun. Stat., Simulation Comput. 45, No. 6, 2051-2069 (2016). MSC: 62H30 62J05 PDF BibTeX XML Cite \textit{S. Michael} and \textit{V. Melnykov}, Commun. Stat., Simulation Comput. 45, No. 6, 2051--2069 (2016; Zbl 1347.62116) Full Text: DOI OpenURL
White, Arthur; Wyse, Jason; Murphy, Thomas Brendan Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler. (English) Zbl 1342.62112 Stat. Comput. 26, No. 1-2, 511-527 (2016). MSC: 62H30 62F15 62F10 PDF BibTeX XML Cite \textit{A. White} et al., Stat. Comput. 26, No. 1--2, 511--527 (2016; Zbl 1342.62112) Full Text: DOI arXiv Link OpenURL
Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia; Grün, Bettina Model-based clustering based on sparse finite Gaussian mixtures. (English) Zbl 1342.62109 Stat. Comput. 26, No. 1-2, 303-324 (2016). MSC: 62H30 62F15 PDF BibTeX XML Cite \textit{G. Malsiner-Walli} et al., Stat. Comput. 26, No. 1--2, 303--324 (2016; Zbl 1342.62109) Full Text: DOI arXiv OpenURL
Wang, Yanhong; Fang, Yixin; Wang, Junhui Sparse optimal discriminant clustering. (English) Zbl 06591372 Stat. Comput. 26, No. 3, 629-639 (2016). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Wang} et al., Stat. Comput. 26, No. 3, 629--639 (2016; Zbl 06591372) Full Text: DOI OpenURL
Chen, Jiahua; Li, Pengfei Testing the order of a normal mixture in mean. (English) Zbl 1341.62059 Commun. Math. Stat. 4, No. 1, 21-38 (2016). MSC: 62F03 62F05 PDF BibTeX XML Cite \textit{J. Chen} and \textit{P. Li}, Commun. Math. Stat. 4, No. 1, 21--38 (2016; Zbl 1341.62059) Full Text: DOI OpenURL
Scrucca, Luca; Raftery, Adrian E. Improved initialisation of model-based clustering using Gaussian hierarchical partitions. (English) Zbl 1414.62272 Adv. Data Anal. Classif., ADAC 9, No. 4, 447-460 (2015). MSC: 62H30 PDF BibTeX XML Cite \textit{L. Scrucca} and \textit{A. E. Raftery}, Adv. Data Anal. Classif., ADAC 9, No. 4, 447--460 (2015; Zbl 1414.62272) Full Text: DOI arXiv Link OpenURL
Greselin, Francesca; Ingrassia, Salvatore Maximum likelihood estimation in constrained parameter spaces for mixtures of factor analyzers. (English) Zbl 1331.62307 Stat. Comput. 25, No. 2, 215-226 (2015). MSC: 62H30 62H25 PDF BibTeX XML Cite \textit{F. Greselin} and \textit{S. Ingrassia}, Stat. Comput. 25, No. 2, 215--226 (2015; Zbl 1331.62307) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \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 OpenURL
Nia, Vahid Partovi; Davison, Anthony C. A simple model-based approach to variable selection in classification and clustering. (English. French summary) Zbl 1328.62388 Can. J. Stat. 43, No. 2, 157-175 (2015). MSC: 62H30 62F15 PDF BibTeX XML Cite \textit{V. P. Nia} and \textit{A. C. Davison}, Can. J. Stat. 43, No. 2, 157--175 (2015; Zbl 1328.62388) Full Text: DOI Link OpenURL
Gutiérrez, Luis; Gutiérrez-Peña, Eduardo; Mena, Ramsés H. Bayesian nonparametric classification for spectroscopy data. (English) Zbl 06984037 Comput. Stat. Data Anal. 78, 56-68 (2014). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Gutiérrez} et al., Comput. Stat. Data Anal. 78, 56--68 (2014; Zbl 06984037) Full Text: DOI OpenURL
Zhang, Q.; Ip, E. H. Variable assessment in latent class models. (English) Zbl 06984017 Comput. Stat. Data Anal. 77, 146-156 (2014). MSC: 62-XX PDF BibTeX XML Cite \textit{Q. Zhang} and \textit{E. H. Ip}, Comput. Stat. Data Anal. 77, 146--156 (2014; Zbl 06984017) Full Text: DOI Link OpenURL
Cozzini, Alberto; Jasra, Ajay; Montana, Giovanni; Persing, Adam A Bayesian mixture of lasso regressions with \(t\)-errors. (English) Zbl 06984013 Comput. Stat. Data Anal. 77, 84-97 (2014). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Cozzini} et al., Comput. Stat. Data Anal. 77, 84--97 (2014; Zbl 06984013) Full Text: DOI arXiv OpenURL
Bouveyron, Charles; Brunet-Saumard, Camille Model-based clustering of high-dimensional data: a review. (English) Zbl 1471.62032 Comput. Stat. Data Anal. 71, 52-78 (2014). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{C. Bouveyron} and \textit{C. Brunet-Saumard}, Comput. Stat. Data Anal. 71, 52--78 (2014; Zbl 1471.62032) Full Text: DOI Link OpenURL
Benati, Stefano; García, Sergio A mixed integer linear model for clustering with variable selection. (English) Zbl 1349.62258 Comput. Oper. Res. 43, 280-285 (2014). MSC: 62H30 90C11 PDF BibTeX XML Cite \textit{S. Benati} and \textit{S. García}, Comput. Oper. Res. 43, 280--285 (2014; Zbl 1349.62258) Full Text: DOI OpenURL
Andrews, Jeffrey L.; McNicholas, Paul D. Variable selection for clustering and classification. (English) Zbl 1360.62310 J. Classif. 31, No. 2, 136-153 (2014). MSC: 62H30 65C60 PDF BibTeX XML Cite \textit{J. L. Andrews} and \textit{P. D. McNicholas}, J. Classif. 31, No. 2, 136--153 (2014; Zbl 1360.62310) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{R. P. Browne} and \textit{P. D. McNicholas}, Stat. Comput. 24, No. 2, 203--210 (2014; Zbl 1325.62008) Full Text: DOI OpenURL
Bouveyron, Charles; Brunet-Saumard, Camille Discriminative variable selection for clustering with the sparse Fisher-EM algorithm. (English) Zbl 1306.65033 Comput. Stat. 29, No. 3-4, 489-513 (2014). MSC: 65C60 62H30 PDF BibTeX XML Cite \textit{C. Bouveyron} and \textit{C. Brunet-Saumard}, Comput. Stat. 29, No. 3--4, 489--513 (2014; Zbl 1306.65033) Full Text: DOI arXiv OpenURL
Galimberti, Giuliano; Soffritti, Gabriele Using conditional independence for parsimonious model-based Gaussian clustering. (English) Zbl 1322.62167 Stat. Comput. 23, No. 5, 625-638 (2013). MSC: 62H30 62H12 PDF BibTeX XML Cite \textit{G. Galimberti} and \textit{G. Soffritti}, Stat. Comput. 23, No. 5, 625--638 (2013; Zbl 1322.62167) Full Text: DOI OpenURL
Morris, Katherine; McNicholas, Paul D. Dimension reduction for model-based clustering via mixtures of shifted asymmetric Laplace distributions. (English) Zbl 1282.62153 Stat. Probab. Lett. 83, No. 9, 2088-2093 (2013); erratum ibid. 85, 168 (2014). MSC: 62H30 15A18 65C60 PDF BibTeX XML Cite \textit{K. Morris} and \textit{P. D. McNicholas}, Stat. Probab. Lett. 83, No. 9, 2088--2093 (2013; Zbl 1282.62153) Full Text: DOI OpenURL
Stingo, Francesco C.; Guindani, Michele; Vannucci, Marina; Calhoun, Vince D. An integrative Bayesian modeling approach to imaging genetics. (English) Zbl 06224973 J. Am. Stat. Assoc. 108, No. 503, 876-891 (2013). MSC: 62-XX PDF BibTeX XML Cite \textit{F. C. Stingo} et al., J. Am. Stat. Assoc. 108, No. 503, 876--891 (2013; Zbl 06224973) Full Text: DOI Link OpenURL
Dean, Nema; Nugent, Rebecca Clustering student skill set profiles in a unit hypercube using mixtures of multivariate betas. (English) Zbl 1416.62334 Adv. Data Anal. Classif., ADAC 7, No. 3, 339-357 (2013). MSC: 62H30 PDF BibTeX XML Cite \textit{N. Dean} and \textit{R. Nugent}, Adv. Data Anal. Classif., ADAC 7, No. 3, 339--357 (2013; Zbl 1416.62334) Full Text: DOI OpenURL
Morris, Katherine; McNicholas, Paul D.; Scrucca, Luca Dimension reduction for model-based clustering via mixtures of multivariate \(t\)-distributions. (English) Zbl 1273.62141 Adv. Data Anal. Classif., ADAC 7, No. 3, 321-338 (2013). MSC: 62H30 65C60 PDF BibTeX XML Cite \textit{K. Morris} et al., Adv. Data Anal. Classif., ADAC 7, No. 3, 321--338 (2013; Zbl 1273.62141) Full Text: DOI OpenURL
Calò, Daniela Giovanna Italian contributions on some recent research topics in cluster analysis. (English) Zbl 1453.62539 Statistica 72, No. 3, 271-286 (2012). MSC: 62H30 PDF BibTeX XML Cite \textit{D. G. Calò}, Statistica 72, No. 3, 271--286 (2012; Zbl 1453.62539) Full Text: DOI OpenURL
Bouveyron, Charles; Brunet, Camille Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. (English) Zbl 1322.62162 Stat. Comput. 22, No. 1, 301-324 (2012). MSC: 62H30 62P10 62A09 PDF BibTeX XML Cite \textit{C. Bouveyron} and \textit{C. Brunet}, Stat. Comput. 22, No. 1, 301--324 (2012; Zbl 1322.62162) Full Text: DOI arXiv OpenURL
Lo, Kenneth; Gottardo, Raphael Flexible mixture modeling via the multivariate \(t\) distribution with the Box-Cox transformation: an alternative to the skew-\(t\) distribution. (English) Zbl 1322.62173 Stat. Comput. 22, No. 1, 33-52 (2012). MSC: 62H30 PDF BibTeX XML Cite \textit{K. Lo} and \textit{R. Gottardo}, Stat. Comput. 22, No. 1, 33--52 (2012; Zbl 1322.62173) Full Text: DOI OpenURL
Sun, Wei; Wang, Junhui; Fang, Yixin Regularized \(k\)-means clustering of high-dimensional data and its asymptotic consistency. (English) Zbl 1335.62109 Electron. J. Stat. 6, 148-167 (2012). MSC: 62H30 68T10 62J07 PDF BibTeX XML Cite \textit{W. Sun} et al., Electron. J. Stat. 6, 148--167 (2012; Zbl 1335.62109) Full Text: DOI Euclid OpenURL
Steane, Michelle A.; McNicholas, Paul D.; Yada, Rickey Y. Model-based classification via mixtures of multivariate \(t\)-factor analyzers. (English) Zbl 1294.62142 Commun. Stat., Simulation Comput. 41, No. 4, 510-523 (2012). MSC: 62H30 62H25 PDF BibTeX XML Cite \textit{M. A. Steane} et al., Commun. Stat., Simulation Comput. 41, No. 4, 510--523 (2012; Zbl 1294.62142) Full Text: DOI OpenURL
Andrews, Jeffrey L.; Mcnicholas, Paul D. Model-based clustering, classification, and discriminant analysis via mixtures of multivariate \(t\)-distributions. (English) Zbl 1252.62062 Stat. Comput. 22, No. 5, 1021-1029 (2012). MSC: 62H30 62H10 65C60 PDF BibTeX XML Cite \textit{J. L. Andrews} and \textit{P. D. Mcnicholas}, Stat. Comput. 22, No. 5, 1021--1029 (2012; Zbl 1252.62062) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \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 OpenURL
Chen, Tao; Zhang, Nevin L.; Liu, Tengfei; Poon, Kin Man; Wang, Yi Model-based multidimensional clustering of categorical data. (English) Zbl 1238.68119 Artif. Intell. 176, No. 1, 2246-2269 (2012). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Chen} et al., Artif. Intell. 176, No. 1, 2246--2269 (2012; Zbl 1238.68119) Full Text: DOI OpenURL
Pakyari, Reza Nonparametric mixture analysis of rock crab of the genus Leptograpsus. (English) Zbl 07253873 J. Appl. Stat. 38, No. 3, 581-589 (2011). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Pakyari}, J. Appl. Stat. 38, No. 3, 581--589 (2011; Zbl 07253873) Full Text: DOI OpenURL
Montanari, Angela; Viroli, Cinzia Maximum likelihood estimation of mixtures of factor analyzers. (English) Zbl 1464.62134 Comput. Stat. Data Anal. 55, No. 9, 2712-2723 (2011). MSC: 62-08 62H12 62H25 62H30 PDF BibTeX XML Cite \textit{A. Montanari} and \textit{C. Viroli}, Comput. Stat. Data Anal. 55, No. 9, 2712--2723 (2011; Zbl 1464.62134) Full Text: DOI OpenURL
Andrews, Jeffrey L.; McNicholas, Paul D. Extending mixtures of multivariate \(t\)-factor analyzers. (English) Zbl 1255.62171 Stat. Comput. 21, No. 3, 361-373 (2011). MSC: 62H25 62H30 65C60 PDF BibTeX XML Cite \textit{J. L. Andrews} and \textit{P. D. McNicholas}, Stat. Comput. 21, No. 3, 361--373 (2011; Zbl 1255.62171) Full Text: DOI OpenURL
Andrews, Jeffrey L.; Mcnicholas, Paul D. Extending mixtures of multivariate \(t\)-factor analyzers. (English) Zbl 1255.62175 Stat. Comput. 21, No. 3, 361-373 (2011). MSC: 62H30 62H25 65C60 PDF BibTeX XML Cite \textit{J. L. Andrews} and \textit{P. D. Mcnicholas}, Stat. Comput. 21, No. 3, 361--373 (2011; Zbl 1255.62175) Full Text: DOI OpenURL
Andrews, Jeffrey L.; McNicholas, Paul D.; Subedi, Sanjeena Model-based classification via mixtures of multivariate \(t\)-distributions. (English) Zbl 1247.62151 Comput. Stat. Data Anal. 55, No. 1, 520-529 (2011). MSC: 62H30 62H10 65C60 PDF BibTeX XML Cite \textit{J. L. Andrews} et al., Comput. Stat. Data Anal. 55, No. 1, 520--529 (2011; Zbl 1247.62151) Full Text: DOI OpenURL
Aretxabaleta, Alfredo L.; Smith, Keston W. Analyzing state-dependent model-data comparison in multi-regime systems. (English) Zbl 1236.62125 Comput. Geosci. 15, No. 4, 627-636 (2011). MSC: 62M30 62M10 86A05 PDF BibTeX XML Cite \textit{A. L. Aretxabaleta} and \textit{K. W. Smith}, Comput. Geosci. 15, No. 4, 627--636 (2011; Zbl 1236.62125) Full Text: DOI OpenURL
Soffritti, Gabriele; Galimberti, Giuliano Multivariate linear regression with non-normal errors: a solution based on mixture models. (English) Zbl 1221.62106 Stat. Comput. 21, No. 4, 523-536 (2011). MSC: 62J05 62H12 62H10 65C05 PDF BibTeX XML Cite \textit{G. Soffritti} and \textit{G. Galimberti}, Stat. Comput. 21, No. 4, 523--536 (2011; Zbl 1221.62106) Full Text: DOI OpenURL
Maugis, C.; Celeux, G.; Martin-Magniette, M.-L. Variable selection in model-based discriminant analysis. (English) Zbl 1219.62103 J. Multivariate Anal. 102, No. 10, 1374-1387 (2011). MSC: 62H30 65C60 PDF BibTeX XML Cite \textit{C. Maugis} et al., J. Multivariate Anal. 102, No. 10, 1374--1387 (2011; Zbl 1219.62103) Full Text: DOI OpenURL
Galimberti, Giuliano; Soffritti, Gabriele Finite mixture models for clustering multilevel data with multiple cluster structures. (English) Zbl 07256825 Stat. Model. 10, No. 3, 265-290 (2010). MSC: 62-XX PDF BibTeX XML Cite \textit{G. Galimberti} and \textit{G. Soffritti}, Stat. Model. 10, No. 3, 265--290 (2010; Zbl 07256825) Full Text: DOI OpenURL
Dean, Nema; Raftery, Adrian E. Latent class analysis variable selection. (English) Zbl 1422.62085 Ann. Inst. Stat. Math. 62, No. 1, 11-35 (2010). MSC: 62F07 62H30 PDF BibTeX XML Cite \textit{N. Dean} and \textit{A. E. Raftery}, Ann. Inst. Stat. Math. 62, No. 1, 11--35 (2010; Zbl 1422.62085) Full Text: DOI Link OpenURL
Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji Pairwise variable selection for high-dimensional model-based clustering. (English) Zbl 1203.62190 Biometrics 66, No. 3, 793-804 (2010). MSC: 62P10 62H30 65C60 PDF BibTeX XML Cite \textit{J. Guo} et al., Biometrics 66, No. 3, 793--804 (2010; Zbl 1203.62190) Full Text: DOI Link OpenURL
Murphy, Thomas Brendan; Dean, Nema; Raftery, Adrian E. Variable selection and updating in model-based discriminant analysis for high dimensional data with food authenticity applications. (English) Zbl 1189.62105 Ann. Appl. Stat. 4, No. 1, 396-421 (2010). MSC: 62H30 62P99 65C60 PDF BibTeX XML Cite \textit{T. B. Murphy} et al., Ann. Appl. Stat. 4, No. 1, 396--421 (2010; Zbl 1189.62105) Full Text: DOI arXiv OpenURL
Melnykov, Volodymyr; Maitra, Ranjan Finite mixture models and model-based clustering. (English) Zbl 1190.62121 Stat. Surv. 4, 80-116 (2010). MSC: 62H30 65C60 PDF BibTeX XML Cite \textit{V. Melnykov} and \textit{R. Maitra}, Stat. Surv. 4, 80--116 (2010; Zbl 1190.62121) Full Text: DOI Euclid OpenURL
McNicholas, P. D.; Murphy, T. B.; McDaid, A. F.; Frost, D. Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models. (English) Zbl 1464.62131 Comput. Stat. Data Anal. 54, No. 3, 711-723 (2010). MSC: 62-08 62H30 65Y05 PDF BibTeX XML Cite \textit{P. D. McNicholas} et al., Comput. Stat. Data Anal. 54, No. 3, 711--723 (2010; Zbl 1464.62131) Full Text: DOI Link OpenURL
McNicholas, Paul D. Model-based classification using latent Gaussian mixture models. (English) Zbl 1181.62095 J. Stat. Plann. Inference 140, No. 5, 1175-1181 (2010). MSC: 62H30 62F15 62P99 PDF BibTeX XML Cite \textit{P. D. McNicholas}, J. Stat. Plann. Inference 140, No. 5, 1175--1181 (2010; Zbl 1181.62095) Full Text: DOI OpenURL
Zhou, Hui; Pan, Wei; Shen, Xiaotong Penalized model-based clustering with unconstrained covariance matrices. (English) Zbl 1326.62143 Electron. J. Stat. 3, 1473-1496 (2009). MSC: 62H30 62J07 PDF BibTeX XML Cite \textit{H. Zhou} et al., Electron. J. Stat. 3, 1473--1496 (2009; Zbl 1326.62143) Full Text: DOI Euclid OpenURL
Galimberti, Giuliano; Montanari, Angela; Viroli, Cinzia Penalized factor mixture analysis for variable selection in clustered data. (English) Zbl 1453.62094 Comput. Stat. Data Anal. 53, No. 12, 4301-4310 (2009). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{G. Galimberti} et al., Comput. Stat. Data Anal. 53, No. 12, 4301--4310 (2009; Zbl 1453.62094) Full Text: DOI OpenURL
Maugis, C.; Celeux, G.; Martin-Magniette, M.-L. Variable selection in model-based clustering: a general variable role modeling. (English) Zbl 1453.62154 Comput. Stat. Data Anal. 53, No. 11, 3872-3882 (2009). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{C. Maugis} et al., Comput. Stat. Data Anal. 53, No. 11, 3872--3882 (2009; Zbl 1453.62154) Full Text: DOI Link OpenURL
Maugis, Cathy; Celeux, Gilles; Martin-Magniette, Marie-Laure Variable selection for clustering with Gaussian mixture models. (English) Zbl 1172.62021 Biometrics 65, No. 3, 701-709 (2009). MSC: 62H30 62J05 65C60 62P10 PDF BibTeX XML Cite \textit{C. Maugis} et al., Biometrics 65, No. 3, 701--709 (2009; Zbl 1172.62021) Full Text: DOI Link OpenURL
Chen, Jiahua; Li, Pengfei Hypothesis test for normal mixture models: the EM approach. (English) Zbl 1173.62007 Ann. Stat. 37, No. 5A, 2523-2542 (2009). MSC: 62F03 65C60 62E20 62F05 62P10 PDF BibTeX XML Cite \textit{J. Chen} and \textit{P. Li}, Ann. Stat. 37, No. 5A, 2523--2542 (2009; Zbl 1173.62007) Full Text: DOI arXiv OpenURL
Golosnoy, Vasyl; Okhrin, Yarema Flexible shrinkage in portfolio selection. (English) Zbl 1170.91412 J. Econ. Dyn. Control 33, No. 2, 317-328 (2009). MSC: 91B30 93E10 PDF BibTeX XML Cite \textit{V. Golosnoy} and \textit{Y. Okhrin}, J. Econ. Dyn. Control 33, No. 2, 317--328 (2009; Zbl 1170.91412) Full Text: DOI OpenURL
Chen, Jiahua; Tan, Xianming Inference for multivariate normal mixtures. (English) Zbl 1162.62052 J. Multivariate Anal. 100, No. 7, 1367-1383 (2009). MSC: 62H12 62F12 65C60 62F10 PDF BibTeX XML Cite \textit{J. Chen} and \textit{X. Tan}, J. Multivariate Anal. 100, No. 7, 1367--1383 (2009; Zbl 1162.62052) Full Text: DOI arXiv OpenURL
Swartz, Michael D.; Mo, Qianxing; Murphy, Mary E.; Lupton, Joanne R.; Turner, Nancy D.; Hong, Mee Young; Vannucci, Marina Bayesian variable selection in clustering high-dimensional data with substructure. (English) Zbl 1306.62349 J. Agric. Biol. Environ. Stat. 13, No. 4, 407-423 (2008). MSC: 62P12 PDF BibTeX XML Cite \textit{M. D. Swartz} et al., J. Agric. Biol. Environ. Stat. 13, No. 4, 407--423 (2008; Zbl 1306.62349) Full Text: DOI OpenURL
Tsai, Chieh-Yuan; Chiu, Chuang-Cheng Developing a feature weight self-adjustment mechanism for a K-means clustering algorithm. (English) Zbl 1452.62471 Comput. Stat. Data Anal. 52, No. 10, 4658-4672 (2008). MSC: 62H30 62-08 PDF BibTeX XML Cite \textit{C.-Y. Tsai} and \textit{C.-C. Chiu}, Comput. Stat. Data Anal. 52, No. 10, 4658--4672 (2008; Zbl 1452.62471) Full Text: DOI OpenURL