Franzolini, Beatrice; Lijoi, Antonio; Prünster, Igor Model selection for maternal hypertensive disorders with symmetric hierarchical Dirichlet processes. (English) Zbl 07656978 Ann. Appl. Stat. 17, No. 1, 313-332 (2023). MSC: 62Pxx PDF BibTeX XML Cite \textit{B. Franzolini} et al., Ann. Appl. Stat. 17, No. 1, 313--332 (2023; Zbl 07656978) Full Text: DOI arXiv OpenURL
Boyko, Vyacheslav; Krumscheid, Sebastian; Vercauteren, Nikki Statistical learning of nonlinear stochastic differential equations from nonstationary time series using variational clustering. (English) Zbl 1506.62359 Multiscale Model. Simul. 20, No. 4, 1251-1283 (2022). MSC: 62M05 60H10 62M10 62H30 PDF BibTeX XML Cite \textit{V. Boyko} et al., Multiscale Model. Simul. 20, No. 4, 1251--1283 (2022; Zbl 1506.62359) Full Text: DOI arXiv OpenURL
Casa, Alessandro; Cappozzo, Andrea; Fop, Michael Group-wise shrinkage estimation in penalized model-based clustering. (English) Zbl 07646910 J. Classif. 39, No. 3, 648-674 (2022). MSC: 62H30 PDF BibTeX XML Cite \textit{A. Casa} et al., J. Classif. 39, No. 3, 648--674 (2022; Zbl 07646910) Full Text: DOI arXiv OpenURL
Fang, Yuan; Karlis, Dimitris; Subedi, Sanjeena Infinite mixtures of multivariate normal-inverse Gaussian distributions for clustering of skewed data. (English) Zbl 07646906 J. Classif. 39, No. 3, 510-552 (2022). MSC: 62H30 PDF BibTeX XML Cite \textit{Y. Fang} et al., J. Classif. 39, No. 3, 510--552 (2022; Zbl 07646906) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{N.-H. Kim} and \textit{R. P. Browne}, J. Stat. Comput. Simulation 92, No. 16, 3468--3487 (2022; Zbl 07632297) Full Text: DOI OpenURL
Deepana, R.; Kiruthika, C. On comparative study of clustering using finite mixture of non-Gaussian distributions. (English) Zbl 07610522 Kannan, S. R. (ed.) et al., Fuzzy mathematical analysis and advances in computational mathematics, FMAACM 2020, Pondicherry, India, February 25–26, 2021 (initially scheduled in 2020). Singapore: Springer. Stud. Fuzziness Soft Comput. 419, 163-180 (2022). MSC: 62H30 PDF BibTeX XML Cite \textit{R. Deepana} and \textit{C. Kiruthika}, Stud. Fuzziness Soft Comput. 419, 163--180 (2022; Zbl 07610522) Full Text: DOI OpenURL
Culos, Anthony E.; Andrews, Jeffrey L.; Afshari, Hamid An artificial bee colony algorithm for mixture model-based clustering. (English) Zbl 07603837 Commun. Stat., Simulation Comput. 51, No. 10, 5658-5669 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{A. E. Culos} et al., Commun. Stat., Simulation Comput. 51, No. 10, 5658--5669 (2022; Zbl 07603837) Full Text: DOI OpenURL
Wu, Qiuyu; Luo, Xiangyu Nonparametric Bayesian two-level clustering for subject-level single-cell expression data. (English) Zbl 07601219 Stat. Sin. 32, No. 4, 1835-1856 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Q. Wu} and \textit{X. Luo}, Stat. Sin. 32, No. 4, 1835--1856 (2022; Zbl 07601219) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \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 OpenURL
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 PDF BibTeX XML Cite \textit{A. Sharp} and \textit{R. Browne}, Stat. Comput. 32, No. 5, Paper No. 68, 33 p. (2022; Zbl 1495.62053) Full Text: DOI OpenURL
Goffinet, Etienne; Lebbah, Mustapha; Azzag, Hanane; Loïc, Giraldi; Coutant, Anthony Functional non-parametric latent block model: a multivariate time series clustering approach for autonomous driving validation. (English) Zbl 07584300 Comput. Stat. Data Anal. 176, Article ID 107565, 23 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Goffinet} et al., Comput. Stat. Data Anal. 176, Article ID 107565, 23 p. (2022; Zbl 07584300) Full Text: DOI OpenURL
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
Amovin-Assagba, Martial; Gannaz, Irène; Jacques, Julien Outlier detection in multivariate functional data through a contaminated mixture model. (English) Zbl 07561881 Comput. Stat. Data Anal. 174, Article ID 107496, 20 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Amovin-Assagba} et al., Comput. Stat. Data Anal. 174, Article ID 107496, 20 p. (2022; Zbl 07561881) Full Text: DOI arXiv OpenURL
Coretto, Pietro Estimation and computations for Gaussian mixtures with uniform noise under separation constraints. (English) Zbl 07554039 Stat. Methods Appl. 31, No. 2, 427-458 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Coretto}, Stat. Methods Appl. 31, No. 2, 427--458 (2022; Zbl 07554039) Full Text: DOI OpenURL
Tomarchio, Salvatore D.; Bagnato, Luca; Punzo, Antonio Model-based clustering via new parsimonious mixtures of heavy-tailed distributions. (English) Zbl 1490.62164 AStA, Adv. Stat. Anal. 106, No. 2, 315-347 (2022). MSC: 62H30 62F10 62P10 PDF BibTeX XML Cite \textit{S. D. Tomarchio} et al., AStA, Adv. Stat. Anal. 106, No. 2, 315--347 (2022; Zbl 1490.62164) Full Text: DOI OpenURL
Tong, Hung; Tortora, Cristina Model-based clustering and outlier detection with missing data. (English) Zbl 07538942 Adv. Data Anal. Classif., ADAC 16, No. 1, 5-30 (2022). MSC: 62H30 PDF BibTeX XML Cite \textit{H. Tong} and \textit{C. Tortora}, Adv. Data Anal. Classif., ADAC 16, No. 1, 5--30 (2022; Zbl 07538942) Full Text: DOI OpenURL
You, Kisung; Suh, Changhee Parameter estimation and model-based clustering with spherical normal distribution on the unit hypersphere. (English) Zbl 07512641 Comput. Stat. Data Anal. 171, Article ID 107457, 22 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{K. You} and \textit{C. Suh}, Comput. Stat. Data Anal. 171, Article ID 107457, 22 p. (2022; Zbl 07512641) Full Text: DOI arXiv OpenURL
Anderlucci, Laura; Fortunato, Francesca; Montanari, Angela High-dimensional clustering via random projections. (English) Zbl 07512359 J. Classif. 39, No. 1, 191-216 (2022). MSC: 62H30 PDF BibTeX XML Cite \textit{L. Anderlucci} et al., J. Classif. 39, No. 1, 191--216 (2022; Zbl 07512359) Full Text: DOI arXiv OpenURL
Hou-Liu, Jason; Browne, Ryan P. Chimeral clustering. (English) Zbl 07512358 J. Classif. 39, No. 1, 171-190 (2022). MSC: 62H30 PDF BibTeX XML Cite \textit{J. Hou-Liu} and \textit{R. P. Browne}, J. Classif. 39, No. 1, 171--190 (2022; Zbl 07512358) Full Text: DOI OpenURL
Corradin, Riccardo; Danese, Luca; Ongaro, Andrea Bayesian nonparametric change point detection for multivariate time series with missing observations. (English) Zbl 07478963 Int. J. Approx. Reasoning 143, 26-43 (2022). MSC: 68T37 PDF BibTeX XML Cite \textit{R. Corradin} et al., Int. J. Approx. Reasoning 143, 26--43 (2022; Zbl 07478963) Full Text: DOI OpenURL
Golovkine, Steven; Klutchnikoff, Nicolas; Patilea, Valentin Clustering multivariate functional data using unsupervised binary trees. (English) Zbl 07476361 Comput. Stat. Data Anal. 168, Article ID 107376, 18 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Golovkine} et al., Comput. Stat. Data Anal. 168, Article ID 107376, 18 p. (2022; Zbl 07476361) Full Text: DOI arXiv OpenURL
García-Escudero, Luis A.; Mayo-Iscar, Agustín; Riani, Marco Constrained parsimonious model-based clustering. (English) Zbl 1477.62006 Stat. Comput. 32, No. 1, Paper No. 2, 15 p. (2022). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Stat. Comput. 32, No. 1, Paper No. 2, 15 p. (2022; Zbl 1477.62006) Full Text: DOI OpenURL
Duan, Leo L.; Dunson, David B. Bayesian distance clustering. (English) Zbl 07626739 J. Mach. Learn. Res. 22, Paper No. 224, 27 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{L. L. Duan} and \textit{D. B. Dunson}, J. Mach. Learn. Res. 22, Paper No. 224, 27 p. (2021; Zbl 07626739) Full Text: arXiv Link OpenURL
Côme, Etienne; Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles Hierarchical clustering with discrete latent variable models and the integrated classification likelihood. (English) Zbl 07538936 Adv. Data Anal. Classif., ADAC 15, No. 4, 957-986 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Côme} et al., Adv. Data Anal. Classif., ADAC 15, No. 4, 957--986 (2021; Zbl 07538936) Full Text: DOI arXiv 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 arXiv OpenURL
Wu, Joseph; Gupta, Mayetri; Hussein, Amira I.; Gerstenfeld, Louis Bayesian modeling of factorial time-course data with applications to a bone aging gene expression study. (English) Zbl 07482703 J. Appl. Stat. 48, No. 10, 1730-1754 (2021). MSC: 62Pxx PDF BibTeX XML Cite \textit{J. Wu} et al., J. Appl. Stat. 48, No. 10, 1730--1754 (2021; Zbl 07482703) Full Text: DOI Link OpenURL
Lu, Xiang; Li, Yaoxiang; Love, Tanzy On Bayesian analysis of parsimonious Gaussian mixture models. (English) Zbl 07473951 J. Classif. 38, No. 3, 576-593 (2021). MSC: 62H30 PDF BibTeX XML Cite \textit{X. Lu} et al., J. Classif. 38, No. 3, 576--593 (2021; Zbl 07473951) Full Text: DOI OpenURL
Luo, Yu; Stephens, David A. Bayesian inference for continuous-time hidden Markov models with an unknown number of states. (English) Zbl 1475.62047 Stat. Comput. 31, No. 5, Paper No. 57, 15 p. (2021). MSC: 62-08 62F15 62M05 PDF BibTeX XML Cite \textit{Y. Luo} and \textit{D. A. Stephens}, Stat. Comput. 31, No. 5, Paper No. 57, 15 p. (2021; Zbl 1475.62047) Full Text: DOI arXiv OpenURL
Sharp, Alex; Browne, Ryan Functional data clustering by projection into latent generalized hyperbolic subspaces. (English) Zbl 07433036 Adv. Data Anal. Classif., ADAC 15, No. 3, 735-757 (2021). MSC: 62R10 PDF BibTeX XML Cite \textit{A. Sharp} and \textit{R. Browne}, Adv. Data Anal. Classif., ADAC 15, No. 3, 735--757 (2021; Zbl 07433036) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \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 OpenURL
SenGupta, Ashis; Roy, Moumita Clustering on the torus. (English) Zbl 1477.62026 J. Stat. Theory Pract. 15, No. 3, Paper No. 58, 18 p. (2021). MSC: 62B10 62H10 62H30 62J05 62R30 62P10 PDF BibTeX XML Cite \textit{A. SenGupta} and \textit{M. Roy}, J. Stat. Theory Pract. 15, No. 3, Paper No. 58, 18 p. (2021; Zbl 1477.62026) Full Text: DOI OpenURL
Gallo, Giampiero M.; Lacava, Demetrio; Otranto, Edoardo On classifying the effects of policy announcements on volatility. (English) Zbl 07414899 Int. J. Approx. Reasoning 134, 23-33 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{G. M. Gallo} et al., Int. J. Approx. Reasoning 134, 23--33 (2021; Zbl 07414899) Full Text: DOI arXiv Link OpenURL
McNicholas, Sharon M.; McNicholas, Paul D.; Ashlock, Daniel A. An evolutionary algorithm with crossover and mutation for model-based clustering. (English) Zbl 07413948 J. Classif. 38, No. 2, 264-279 (2021). MSC: 62H30 PDF BibTeX XML Cite \textit{S. M. McNicholas} et al., J. Classif. 38, No. 2, 264--279 (2021; Zbl 07413948) Full Text: DOI arXiv OpenURL
Punzo, Antonio; Tortora, Cristina Multiple scaled contaminated normal distribution and its application in clustering. (English) Zbl 07381254 Stat. Model. 21, No. 4, 332-358 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Punzo} and \textit{C. Tortora}, Stat. Model. 21, No. 4, 332--358 (2021; Zbl 07381254) Full Text: DOI arXiv OpenURL
Biernacki, Christophe; Marbac, Matthieu; Vandewalle, Vincent Gaussian-based visualization of Gaussian and non-Gaussian-based clustering. (English) Zbl 07370656 J. Classif. 38, No. 1, 129-157 (2021). MSC: 62H30 PDF BibTeX XML Cite \textit{C. Biernacki} et al., J. Classif. 38, No. 1, 129--157 (2021; Zbl 07370656) Full Text: DOI HAL OpenURL
Subedi, Sanjeena; McNicholas, Paul D. A variational approximations-DIC rubric for parameter estimation and mixture model selection within a family setting. (English) Zbl 07370653 J. Classif. 38, No. 1, 89-108 (2021). MSC: 62H30 PDF BibTeX XML Cite \textit{S. Subedi} and \textit{P. D. McNicholas}, J. Classif. 38, No. 1, 89--108 (2021; Zbl 07370653) Full Text: DOI arXiv OpenURL
Roick, Tyler; Karlis, Dimitris; McNicholas, Paul D. Clustering discrete-valued time series. (English) Zbl 07363871 Adv. Data Anal. Classif., ADAC 15, No. 1, 209-229 (2021). MSC: 62H30 62M10 PDF BibTeX XML Cite \textit{T. Roick} et al., Adv. Data Anal. Classif., ADAC 15, No. 1, 209--229 (2021; Zbl 07363871) Full Text: DOI arXiv Link OpenURL
Liang, Decai; Zhang, Haozhe; Chang, Xiaohui; Huang, Hui Modeling and regionalization of China’s \(\mathrm{PM}_{2.5}\) using spatial-functional mixture models. (English) Zbl 1457.62370 J. Am. Stat. Assoc. 116, No. 533, 116-132 (2021). MSC: 62P12 62H30 62M30 PDF BibTeX XML Cite \textit{D. Liang} et al., J. Am. Stat. Assoc. 116, No. 533, 116--132 (2021; Zbl 1457.62370) Full Text: DOI OpenURL
Ahn, Soohyun; Choi, Hyungwon; Lim, Johan; Lee, Kyeong Eun Self-semi-supervised clustering for large scale data with massive null group. (English) Zbl 1485.62076 J. Korean Stat. Soc. 49, No. 1, 161-176 (2020). MSC: 62H30 62P10 PDF BibTeX XML Cite \textit{S. Ahn} et al., J. Korean Stat. Soc. 49, No. 1, 161--176 (2020; Zbl 1485.62076) Full Text: DOI OpenURL
Corneli, Marco; Bouveyron, Charles; Latouche, Pierre Co-clustering of ordinal data via latent continuous random variables and not missing at random entries. (English) Zbl 07500356 J. Comput. Graph. Stat. 29, No. 4, 771-785 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Corneli} et al., J. Comput. Graph. Stat. 29, No. 4, 771--785 (2020; Zbl 07500356) Full Text: DOI HAL OpenURL
Yang, Miin-Shen; Ali, Wajid Fuzzy Gaussian lasso clustering with application to cancer data. (English) Zbl 1470.92159 Math. Biosci. Eng. 17, No. 1, 250-265 (2020). MSC: 92C50 62P10 62H30 62H86 PDF BibTeX XML Cite \textit{M.-S. Yang} and \textit{W. Ali}, Math. Biosci. Eng. 17, No. 1, 250--265 (2020; Zbl 1470.92159) Full Text: DOI OpenURL
Redivo, Edoardo; Nguyen, Hien D.; Gupta, Mayetri Bayesian clustering of skewed and multimodal data using geometric skewed normal distributions. (English) Zbl 07345888 Comput. Stat. Data Anal. 152, Article ID 107040, 22 p. (2020). MSC: 62H30 62F15 62-08 62P10 PDF BibTeX XML Cite \textit{E. Redivo} et al., Comput. Stat. Data Anal. 152, Article ID 107040, 22 p. (2020; Zbl 07345888) Full Text: DOI Link OpenURL
Jafrai, Hamed; Golalizadeh, Mousa Comparing model-based versus \(k\)-means clustering for the planar shapes. (English) Zbl 1460.62097 Iran. J. Math. Sci. Inform. 15, No. 1, 99-109 (2020). MSC: 62H30 62H35 62R30 57N25 62P10 92B05 PDF BibTeX XML Cite \textit{H. Jafrai} and \textit{M. Golalizadeh}, Iran. J. Math. Sci. Inform. 15, No. 1, 99--109 (2020; Zbl 1460.62097) Full Text: Link OpenURL
Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire Infinite mixtures of infinite factor analysers. (English) Zbl 1459.62118 Bayesian Anal. 15, No. 3, 937-963 (2020). MSC: 62H30 60G20 PDF BibTeX XML Cite \textit{K. Murphy} et al., Bayesian Anal. 15, No. 3, 937--963 (2020; Zbl 1459.62118) Full Text: DOI arXiv Euclid OpenURL
Signorelli, Mirko; Wit, Ernst C. Model-based clustering for populations of networks. (English) Zbl 07290023 Stat. Model. 20, No. 1, 9-29 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Signorelli} and \textit{E. C. Wit}, Stat. Model. 20, No. 1, 9--29 (2020; Zbl 07290023) Full Text: DOI arXiv OpenURL
Lagona, Francesco; Ranalli, Monia; Barbi, Elisabetta A model with space-varying regression coefficients for clustering multivariate spatial count data. (English) Zbl 1448.62175 Biom. J. 62, No. 6, 1508-1524 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{F. Lagona} et al., Biom. J. 62, No. 6, 1508--1524 (2020; Zbl 1448.62175) Full Text: DOI OpenURL
Shirinkam, Sara; Alaeddini, Adel; Gross, Elizabeth Identifying the number of components in Gaussian mixture models using numerical algebraic geometry. (English) Zbl 1453.62553 J. Algebra Appl. 19, No. 11, Article ID 2050204, 21 p. (2020). MSC: 62H30 62R07 62B10 65H14 PDF BibTeX XML Cite \textit{S. Shirinkam} et al., J. Algebra Appl. 19, No. 11, Article ID 2050204, 21 p. (2020; Zbl 1453.62553) Full Text: DOI OpenURL
Schmutz, Amandine; Jacques, Julien; Bouveyron, Charles; Chèze, Laurence; Martin, Pauline Clustering multivariate functional data in group-specific functional subspaces. (English) Zbl 1505.62360 Comput. Stat. 35, No. 3, 1101-1131 (2020). MSC: 62-08 62H30 62H25 62R10 PDF BibTeX XML Cite \textit{A. Schmutz} et al., Comput. Stat. 35, No. 3, 1101--1131 (2020; Zbl 1505.62360) Full Text: DOI Link OpenURL
Murphy, Keefe; Murphy, Thomas Brendan Gaussian parsimonious clustering models with covariates and a noise component. (English) Zbl 1474.62240 Adv. Data Anal. Classif., ADAC 14, No. 2, 293-325 (2020). MSC: 62H30 62H25 62J12 PDF BibTeX XML Cite \textit{K. Murphy} and \textit{T. B. Murphy}, Adv. Data Anal. Classif., ADAC 14, No. 2, 293--325 (2020; Zbl 1474.62240) Full Text: DOI arXiv OpenURL
Xiang, Sijia; Yao, Weixin Semiparametric mixtures of regressions with single-index for model based clustering. (English) Zbl 1474.62137 Adv. Data Anal. Classif., ADAC 14, No. 2, 261-292 (2020). MSC: 62G08 62E20 62H30 PDF BibTeX XML Cite \textit{S. Xiang} and \textit{W. Yao}, Adv. Data Anal. Classif., ADAC 14, No. 2, 261--292 (2020; Zbl 1474.62137) Full Text: DOI arXiv OpenURL
Ingrassia, Salvatore; Punzo, Antonio Cluster validation for mixtures of regressions via the total sum of squares decomposition. (English) Zbl 07223614 J. Classif. 37, No. 2, 526-547 (2020). MSC: 62H30 PDF BibTeX XML Cite \textit{S. Ingrassia} and \textit{A. Punzo}, J. Classif. 37, No. 2, 526--547 (2020; Zbl 07223614) Full Text: DOI 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
Yang, Yu-Chen; Lin, Tsung-I; Castro, Luis M.; Wang, Wan-Lun Extending finite mixtures of \(t\) linear mixed-effects models with concomitant covariates. (English) Zbl 07212312 Comput. Stat. Data Anal. 148, Article ID 106961, 19 p. (2020). MSC: 62H30 62F10 62P10 62-08 PDF BibTeX XML Cite \textit{Y.-C. Yang} et al., Comput. Stat. Data Anal. 148, Article ID 106961, 19 p. (2020; Zbl 07212312) Full Text: DOI OpenURL
De Blasi, Pierpaolo; Martínez, Asael Fabian; Mena, Ramsés H.; Prünster, Igor On the inferential implications of decreasing weight structures in mixture models. (English) Zbl 07202075 Comput. Stat. Data Anal. 147, Article ID 106940, 14 p. (2020). MSC: 62-08 62G05 62F15 62H30 PDF BibTeX XML Cite \textit{P. De Blasi} et al., Comput. Stat. Data Anal. 147, Article ID 106940, 14 p. (2020; Zbl 07202075) Full Text: DOI Link OpenURL
Mazza, Angelo; Punzo, Antonio Mixtures of multivariate contaminated normal regression models. (English) Zbl 1435.62238 Stat. Pap. 61, No. 2, 787-822 (2020). MSC: 62H30 62J02 62P10 PDF BibTeX XML Cite \textit{A. Mazza} and \textit{A. Punzo}, Stat. Pap. 61, No. 2, 787--822 (2020; Zbl 1435.62238) Full Text: DOI OpenURL
Lee, Kevin H.; Xue, Lingzhou; Hunter, David R. Model-based clustering of time-evolving networks through temporal exponential-family random graph models. (English) Zbl 1437.62233 J. Multivariate Anal. 175, Article ID 104540, 17 p. (2020). MSC: 62H30 62P20 05C90 94C15 PDF BibTeX XML Cite \textit{K. H. Lee} et al., J. Multivariate Anal. 175, Article ID 104540, 17 p. (2020; Zbl 1437.62233) Full Text: DOI arXiv Link OpenURL
Liu, Dongmeng; Graham, Jinko Simple measures of individual cluster-membership certainty for hard partitional clustering. (English) Zbl 07588125 Am. Stat. 73, No. 1, 70-79 (2019). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Liu} and \textit{J. Graham}, Am. Stat. 73, No. 1, 70--79 (2019; Zbl 07588125) Full Text: DOI arXiv OpenURL
Amiri, Leila; Khazaei, Mojtaba; Ganjali, Mojtaba Mixtures of general location model with factor analyzer covariance structure for clustering mixed type data. (English) Zbl 07480917 J. Appl. Stat. 46, No. 11, 2075-2100 (2019). MSC: 62Pxx PDF BibTeX XML Cite \textit{L. Amiri} et al., J. Appl. Stat. 46, No. 11, 2075--2100 (2019; Zbl 07480917) Full Text: DOI OpenURL
Comas-Cufí, Marc; Martín-Fernández, Josep A.; Mateu-Figueras, Glòria Merging the components of a finite mixture using posterior probabilities. (English) Zbl 07289527 Stat. Model. 19, No. 2, 109-139 (2019). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Comas-Cufí} et al., Stat. Model. 19, No. 2, 109--139 (2019; Zbl 07289527) Full Text: DOI OpenURL
Berta, Paolo; Vinciotti, Veronica Multilevel logistic cluster-weighted model for outcome evaluation in health care. (English) Zbl 07260649 Stat. Anal. Data Min. 12, No. 5, 434-443 (2019). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{P. Berta} and \textit{V. Vinciotti}, Stat. Anal. Data Min. 12, No. 5, 434--443 (2019; Zbl 07260649) Full Text: DOI OpenURL
Yang, Miin-Shen; Chang-Chien, Shou-Jen; Nataliani, Yessica Unsupervised fuzzy model-based Gaussian clustering. (English) Zbl 1450.62078 Inf. Sci. 481, 1-23 (2019). MSC: 62H86 62H30 PDF BibTeX XML Cite \textit{M.-S. Yang} et al., Inf. Sci. 481, 1--23 (2019; Zbl 1450.62078) Full Text: DOI OpenURL
Cappozzo, Andrea; Greselin, Francesca Detecting wine adulterations employing robust mixture of factor analyzers. (English) Zbl 1436.62245 Greselin, Francesca (ed.) et al., Statistical learning of complex data. Selected papers of the 11th scientific meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG 2017), Milan, Italy, September 13–15, 2017. Cham: Springer. Stud. Classification Data Anal. Knowl. Organ., 13-21 (2019). MSC: 62H30 62H25 62G35 PDF BibTeX XML Cite \textit{A. Cappozzo} and \textit{F. Greselin}, in: Statistical learning of complex data. Selected papers of the 11th scientific meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG 2017), Milan, Italy, September 13--15, 2017. Cham: Springer. 13--21 (2019; Zbl 1436.62245) Full Text: DOI Link 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
Zhang, Yingying; Wang, Huixia Judy; Zhu, Zhongyi Robust subgroup identification. (English) Zbl 1432.62194 Stat. Sin. 29, No. 4, 1873-1889 (2019). MSC: 62H30 62P10 62G35 PDF BibTeX XML Cite \textit{Y. Zhang} et al., Stat. Sin. 29, No. 4, 1873--1889 (2019; Zbl 1432.62194) Full Text: DOI OpenURL
Forbes, Florence Mixture models for image analysis. (English) Zbl 1428.62271 Frühwirth-Schnatter, Sylvia (ed.) et al., Handbook of mixture analysis. Boca Raton, FL: CRC Press. Chapman Hall/CRC Handb. Mod. Stat. Methods, 385-405 (2019). MSC: 62H30 62H35 62P30 PDF BibTeX XML Cite \textit{F. Forbes}, in: Handbook of mixture analysis. Boca Raton, FL: CRC Press. 385--405 (2019; Zbl 1428.62271) OpenURL
Grün, Bettina Model-based clustering. (English) Zbl 1428.62275 Frühwirth-Schnatter, Sylvia (ed.) et al., Handbook of mixture analysis. Boca Raton, FL: CRC Press. Chapman Hall/CRC Handb. Mod. Stat. Methods, 157-192 (2019). MSC: 62H30 62M10 60G15 PDF BibTeX XML Cite \textit{B. Grün}, in: Handbook of mixture analysis. Boca Raton, FL: CRC Press. 157--192 (2019; Zbl 1428.62275) Full Text: arXiv OpenURL
Frühwirth-Schnatter, Sylvia Keeping the balance – bridge sampling for marginal likelihood estimation in finite mixture, mixture of experts and Markov mixture models. (English) Zbl 1499.62209 Braz. J. Probab. Stat. 33, No. 4, 706-733 (2019). MSC: 62H30 62F15 PDF BibTeX XML Cite \textit{S. Frühwirth-Schnatter}, Braz. J. Probab. Stat. 33, No. 4, 706--733 (2019; Zbl 1499.62209) Full Text: DOI Euclid 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
Corneli, Marco; Bouveyron, Charles; Latouche, Pierre; Rossi, Fabrice The dynamic stochastic topic block model for dynamic networks with textual edges. (English) Zbl 1430.62129 Stat. Comput. 29, No. 4, 677-695 (2019). MSC: 62H30 05C80 PDF BibTeX XML Cite \textit{M. Corneli} et al., Stat. Comput. 29, No. 4, 677--695 (2019; Zbl 1430.62129) Full Text: DOI HAL OpenURL
Anderlucci, Laura; Montanari, Angela; Viroli, Cinzia The importance of being clustered: uncluttering the trends of statistics from 1970 to 2015. (English) Zbl 1420.62266 Stat. Sci. 34, No. 2, 280-300 (2019). MSC: 62H30 62M10 62P99 PDF BibTeX XML Cite \textit{L. Anderlucci} et al., Stat. Sci. 34, No. 2, 280--300 (2019; Zbl 1420.62266) Full Text: DOI arXiv Euclid OpenURL
Zhang, Lili; Baek, Jangsun Mixtures of Gaussian copula factor analyzers for clustering high dimensional data. (English) Zbl 1428.62301 J. Korean Stat. Soc. 48, No. 3, 480-492 (2019). MSC: 62H30 62H05 PDF BibTeX XML Cite \textit{L. Zhang} and \textit{J. Baek}, J. Korean Stat. Soc. 48, No. 3, 480--492 (2019; Zbl 1428.62301) Full Text: DOI OpenURL
Luo, Xiangyu; Wei, Yingying Batch effects correction with unknown subtypes. (English) Zbl 1420.62458 J. Am. Stat. Assoc. 114, No. 526, 581-594 (2019). MSC: 62P10 62-07 PDF BibTeX XML Cite \textit{X. Luo} and \textit{Y. Wei}, J. Am. Stat. Assoc. 114, No. 526, 581--594 (2019; Zbl 1420.62458) Full Text: DOI OpenURL
Wang, Yongning; Tsay, Ruey S. Clustering multiple time series with structural breaks. (English) Zbl 1419.62252 J. Time Ser. Anal. 40, No. 2, 182-202 (2019). MSC: 62M10 91B84 62M20 62F15 62H30 60J10 62P20 PDF BibTeX XML Cite \textit{Y. Wang} and \textit{R. S. Tsay}, J. Time Ser. Anal. 40, No. 2, 182--202 (2019; Zbl 1419.62252) Full Text: DOI OpenURL
Flynt, Abby; Dean, Nema; Nugent, Rebecca sARI: a soft agreement measure for class partitions incorporating assignment probabilities. (English) Zbl 1474.62224 Adv. Data Anal. Classif., ADAC 13, No. 1, 303-323 (2019). MSC: 62H30 91C20 PDF BibTeX XML Cite \textit{A. Flynt} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 303--323 (2019; Zbl 1474.62224) Full Text: DOI Link OpenURL
Conversano, Claudio; Cannas, Massimo; Mola, Francesco; Sironi, Emiliano Random effects clustering in multilevel modeling: choosing a proper partition. (English) Zbl 1474.62012 Adv. Data Anal. Classif., ADAC 13, No. 1, 279-301 (2019). MSC: 62C10 62C12 62H30 62J12 62J20 PDF BibTeX XML Cite \textit{C. Conversano} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 279--301 (2019; Zbl 1474.62012) Full Text: DOI OpenURL
Chamroukhi, Faicel; Huynh, Bao-Tuyen Regularized estimation and feature selection in mixtures of experts. (Estimation par maximum de vraisemblance régularisé et sélection de variables dans les modèles de mélanges d’experts.) (English. French summary) Zbl 1417.62170 J. SFdS 160, No. 1, 57-85 (2019). MSC: 62H30 62G05 62H12 62J07 68T05 PDF BibTeX XML Cite \textit{F. Chamroukhi} and \textit{B.-T. Huynh}, J. SFdS 160, No. 1, 57--85 (2019; Zbl 1417.62170) Full Text: arXiv Link OpenURL
Maharaj, Elizabeth Ann; D’Urso, Pierpaolo; Caiado, Jorge Time series clustering and classification. (English) Zbl 1435.62006 Chapman & Hall/CRC Computer Science & Data Analysis Series. Boca Raton, FL: CRC Press (ISBN 978-1-4987-7321-8/hbk; 978-0-429-05826-4/ebook). xv, 228 p. (2019). Reviewer: Ludwig Paditz (Dresden) MSC: 62-01 62M10 62H30 91C20 62M05 PDF BibTeX XML Cite \textit{E. A. Maharaj} et al., Time series clustering and classification. Boca Raton, FL: CRC Press (2019; Zbl 1435.62006) Full Text: DOI Link OpenURL
O’Hagan, Adrian; White, Arthur Improved model-based clustering performance using Bayesian initialization averaging. (English) Zbl 1417.62177 Comput. Stat. 34, No. 1, 201-231 (2019). MSC: 62H30 62F10 62F15 62P10 62-08 PDF BibTeX XML Cite \textit{A. O'Hagan} and \textit{A. White}, Comput. Stat. 34, No. 1, 201--231 (2019; Zbl 1417.62177) Full Text: DOI arXiv OpenURL
Marbac, Matthieu; Vandewalle, Vincent A tractable multi-partitions clustering. (English) Zbl 1507.62127 Comput. Stat. Data Anal. 132, 167-179 (2019). MSC: 62-08 62H30 62F10 PDF BibTeX XML Cite \textit{M. Marbac} and \textit{V. Vandewalle}, Comput. Stat. Data Anal. 132, 167--179 (2019; Zbl 1507.62127) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{K. Morris} et al., Comput. Stat. Data Anal. 132, 145--166 (2019; Zbl 1507.62136) Full Text: DOI arXiv 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
Lin, Tsung-I; Wang, Wan-Lun; Mclachlan, Geoffrey J.; Lee, Sharon X. Robust mixtures of factor analysis models using the restricted multivariate skew-\(t\) distribution. (English) Zbl 07289498 Stat. Model. 18, No. 1, 50-72 (2018). MSC: 62-XX PDF BibTeX XML Cite \textit{T.-I Lin} et al., Stat. Model. 18, No. 1, 50--72 (2018; Zbl 07289498) Full Text: DOI OpenURL
Rocci, Roberto; Gattone, Stefano Antonio; Di Mari, Roberto A data driven equivariant approach to constrained Gaussian mixture modeling. (English) Zbl 1414.62269 Adv. Data Anal. Classif., ADAC 12, No. 2, 235-260 (2018). MSC: 62H30 62-07 PDF BibTeX XML Cite \textit{R. Rocci} et al., Adv. Data Anal. Classif., ADAC 12, No. 2, 235--260 (2018; Zbl 1414.62269) Full Text: DOI arXiv OpenURL
García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín Eigenvalues and constraints in mixture modeling: geometric and computational issues. (English) Zbl 1414.62071 Adv. Data Anal. Classif., ADAC 12, No. 2, 203-233 (2018). MSC: 62F10 62F12 62F30 62F35 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Adv. Data Anal. Classif., ADAC 12, No. 2, 203--233 (2018; Zbl 1414.62071) Full Text: DOI Link OpenURL
Ni, Yang; Müller, Peter; Zhu, Yitan; Ji, Yuan Heterogeneous reciprocal graphical models. (English) Zbl 1414.62466 Biometrics 74, No. 2, 606-615 (2018). MSC: 62P10 62H30 05C90 92D10 PDF BibTeX XML Cite \textit{Y. Ni} et al., Biometrics 74, No. 2, 606--615 (2018; Zbl 1414.62466) Full Text: DOI arXiv OpenURL
Lalonde, Amy; Love, Tanzy Using the Seychelles child development study to cluster multiple outcomes into domains to improve estimation of the overall effect of mercury on neurodevelopment. (English) Zbl 1401.62222 Math. Appl., Brno 7, No. 1, 53-62 (2018). MSC: 62P12 62F15 62J05 62P10 62H30 PDF BibTeX XML Cite \textit{A. Lalonde} and \textit{T. Love}, Math. Appl., Brno 7, No. 1, 53--62 (2018; Zbl 1401.62222) Full Text: DOI OpenURL
Zhu, Xuwen; Melnykov, Volodymyr Manly transformation in finite mixture modeling. (English) Zbl 1469.62184 Comput. Stat. Data Anal. 121, 190-208 (2018). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{X. Zhu} and \textit{V. Melnykov}, Comput. Stat. Data Anal. 121, 190--208 (2018; Zbl 1469.62184) Full Text: DOI OpenURL
Källberg, David; Belyaev, Yuri; Rydén, Patrik A moment-distance hybrid method for estimating a mixture of two symmetric densities. (English) Zbl 1392.62062 Mod. Stoch., Theory Appl. 5, No. 1, 1-36 (2018). MSC: 62F07 62F10 62F35 62P10 92D10 PDF BibTeX XML Cite \textit{D. Källberg} et al., Mod. Stoch., Theory Appl. 5, No. 1, 1--36 (2018; Zbl 1392.62062) Full Text: DOI OpenURL
Fop, Michael; Murphy, Thomas Brendan Variable selection methods for model-based clustering. (English) Zbl 1496.62105 Stat. Surv. 12, 18-65 (2018). MSC: 62H30 62-08 PDF BibTeX XML Cite \textit{M. Fop} and \textit{T. B. Murphy}, Stat. Surv. 12, 18--65 (2018; Zbl 1496.62105) Full Text: DOI arXiv Euclid OpenURL
Rikhtehgaran, Reyhaneh An application of Dirichlet process in clustering subjects via variance shift models: a course-evaluation study. (English) Zbl 07289489 Stat. Model. 17, No. 6, 381-400 (2017). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Rikhtehgaran}, Stat. Model. 17, No. 6, 381--400 (2017; Zbl 07289489) Full Text: DOI OpenURL
Śmieja, Marek; Geiger, Bernhard C. Semi-supervised cross-entropy clustering with information bottleneck constraint. (English) Zbl 1436.62286 Inf. Sci. 421, 254-271 (2017). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Śmieja} and \textit{B. C. Geiger}, Inf. Sci. 421, 254--271 (2017; Zbl 1436.62286) Full Text: DOI arXiv OpenURL
Śmieja, Marek; Wiercioch, Magdalena Constrained clustering with a complex cluster structure. (English) Zbl 1414.62273 Adv. Data Anal. Classif., ADAC 11, No. 3, 493-518 (2017). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Śmieja} and \textit{M. Wiercioch}, Adv. Data Anal. Classif., ADAC 11, No. 3, 493--518 (2017; Zbl 1414.62273) Full Text: DOI OpenURL
Devijver, Emilie Model-based regression clustering for high-dimensional data: application to functional data. (English) Zbl 1414.62238 Adv. Data Anal. Classif., ADAC 11, No. 2, 243-279 (2017). MSC: 62H30 PDF BibTeX XML Cite \textit{E. Devijver}, Adv. Data Anal. Classif., ADAC 11, No. 2, 243--279 (2017; Zbl 1414.62238) Full Text: DOI arXiv OpenURL
Zhan, Jiewei; Chen, Jianping; Xu, Peihua; Zhang, Wen; Han, Xudong; Zhou, Xin Automatic identification of rock fracture sets using finite mixture models. (English) Zbl 1406.86048 Math. Geosci. 49, No. 8, 1021-1056 (2017). MSC: 86A60 86A32 PDF BibTeX XML Cite \textit{J. Zhan} et al., Math. Geosci. 49, No. 8, 1021--1056 (2017; Zbl 1406.86048) Full Text: DOI OpenURL
Brusco, Michael J.; Shireman, Emilie; Steinley, Douglas; Brudvig, Susan; Cradit, J. Dennis Gaussian model-based partitioning using iterated local search. (English) Zbl 1410.62102 Br. J. Math. Stat. Psychol. 70, No. 1, 1-24 (2017). MSC: 62H30 62P25 PDF BibTeX XML Cite \textit{M. J. Brusco} et al., Br. J. Math. Stat. Psychol. 70, No. 1, 1--24 (2017; Zbl 1410.62102) Full Text: DOI OpenURL
Coretto, Pietro; Hennig, Christian Consistency, breakdown robustness, and algorithms for robust improper maximum likelihood clustering. (English) Zbl 1442.62138 J. Mach. Learn. Res. 18(2017-2018), Paper No. 142, 39 p. (2017). MSC: 62H30 62G35 PDF BibTeX XML Cite \textit{P. Coretto} and \textit{C. Hennig}, J. Mach. Learn. Res. 18, Paper No. 142, 39 p. (2017; Zbl 1442.62138) Full Text: 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
Fop, Michael; Smart, Keith M.; Murphy, Thomas Brendan Variable selection for latent class analysis with application to low back pain diagnosis. (English) Zbl 1383.62268 Ann. Appl. Stat. 11, No. 4, 2080-2110 (2017). MSC: 62P10 62H30 PDF BibTeX XML Cite \textit{M. Fop} et al., Ann. Appl. Stat. 11, No. 4, 2080--2110 (2017; Zbl 1383.62268) Full Text: DOI arXiv Euclid OpenURL
Young, William Chad; Raftery, Adrian E.; Yeung, Ka Yee Model-based clustering with data correction for removing artifacts in gene expression data. (English) Zbl 1383.62299 Ann. Appl. Stat. 11, No. 4, 1998-2026 (2017). MSC: 62P10 62H30 PDF BibTeX XML Cite \textit{W. C. Young} et al., Ann. Appl. Stat. 11, No. 4, 1998--2026 (2017; Zbl 1383.62299) Full Text: DOI arXiv Euclid OpenURL
Ranciati, Saverio; Viroli, Cinzia; Wit, Ernst C. Mixture model with multiple allocations for clustering spatially correlated observations in the analysis of ChIP-Seq data. (English) Zbl 1379.62082 Biom. J. 59, No. 6, 1301-1316 (2017). MSC: 62P10 62H30 PDF BibTeX XML Cite \textit{S. Ranciati} et al., Biom. J. 59, No. 6, 1301--1316 (2017; Zbl 1379.62082) Full Text: DOI arXiv OpenURL