Vávra, Jan; Komárek, Arnošt; Grün, Bettina; Malsiner-Walli, Gertraud Clusterwise multivariate regression of mixed-type panel data. (English) Zbl 07800682 Stat. Comput. 34, No. 1, Paper No. 46, 20 p. (2024). MSC: 62-08 62J12 62H30 PDFBibTeX XMLCite \textit{J. Vávra} et al., Stat. Comput. 34, No. 1, Paper No. 46, 20 p. (2024; Zbl 07800682) Full Text: DOI
Alfó, M.; Marino, M. F.; Martella, F. Biclustering multivariate discrete longitudinal data. (English) Zbl 07800678 Stat. Comput. 34, No. 1, Paper No. 42, 21 p. (2024). MSC: 62-08 62H30 62J12 PDFBibTeX XMLCite \textit{M. Alfó} et al., Stat. Comput. 34, No. 1, Paper No. 42, 21 p. (2024; Zbl 07800678) Full Text: DOI OA License
Tu, Wangshu; Subedi, Sanjeena Logistic normal multinomial factor analyzers for clustering microbiome data. (English) Zbl 07798016 J. Classif. 40, No. 3, 638-667 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{W. Tu} and \textit{S. Subedi}, J. Classif. 40, No. 3, 638--667 (2023; Zbl 07798016) Full Text: DOI arXiv
Cappozzo, Andrea; García-Escudero, Luis Angel; Greselin, Francesca; Mayo-Iscar, Agustín Graphical and computational tools to guide parameter choice for the cluster weighted robust model. (English) Zbl 07792051 J. Comput. Graph. Stat. 32, No. 3, 1195-1214 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Cappozzo} et al., J. Comput. Graph. Stat. 32, No. 3, 1195--1214 (2023; Zbl 07792051) Full Text: DOI
Wooldridge, Jeffrey M. What is a standard error? (And how should we compute it?). (English) Zbl 07767743 J. Econom. 237, No. 2, Part A, Article ID 105517, 8 p. (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{J. M. Wooldridge}, J. Econom. 237, No. 2, Part A, Article ID 105517, 8 p. (2023; Zbl 07767743) Full Text: DOI
Tomarchio, Salvatore D.; Punzo, Antonio; Bagnato, Luca Parsimonious mixtures for the analysis of tensor-variate data. (English) Zbl 1523.62040 Stat. Comput. 33, No. 6, Paper No. 123, 27 p. (2023). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{S. D. Tomarchio} et al., Stat. Comput. 33, No. 6, Paper No. 123, 27 p. (2023; Zbl 1523.62040) Full Text: DOI OA License
Hu, Guanyu; Yang, Hou-Cheng; Xue, Yishu; Dey, Dipak K. Zero-inflated Poisson model with clustered regression coefficients: application to heterogeneity learning of field goal attempts of professional basketball players. (English. French summary) Zbl 07759524 Can. J. Stat. 51, No. 1, 157-172 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Hu} et al., Can. J. Stat. 51, No. 1, 157--172 (2023; Zbl 07759524) Full Text: DOI arXiv
Luo, Yu; Stephens, David A.; Buckeridge, David L. Bayesian clustering for continuous-time hidden Markov models. (English. French summary) Zbl 07759523 Can. J. Stat. 51, No. 1, 134-156 (2023). MSC: 62-XX 60J22 62F15 62H30 PDFBibTeX XMLCite \textit{Y. Luo} et al., Can. J. Stat. 51, No. 1, 134--156 (2023; Zbl 07759523) Full Text: DOI arXiv
Wang, Wu; Sun, Ying; Wang, Huixia Judy Latent group detection in functional partially linear regression models. (English) Zbl 1522.62252 Biometrics 79, No. 1, 280-291 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{W. Wang} et al., Biometrics 79, No. 1, 280--291 (2023; Zbl 1522.62252) Full Text: DOI
Yin, Fan; Hu, Guanyu; Shen, Weining Analysis of professional basketball field goal attempts via a Bayesian matrix clustering approach. (English) Zbl 07746940 J. Comput. Graph. Stat. 32, No. 1, 49-60 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Yin} et al., J. Comput. Graph. Stat. 32, No. 1, 49--60 (2023; Zbl 07746940) Full Text: DOI arXiv
Maleki, Mohsen; Bidram, Hamid; Wraith, Darren Robust clustering of COVID-19 cases across U.S. counties using mixtures of asymmetric time series models with time varying and freely indexed covariates. (English) Zbl 07742679 J. Appl. Stat. 50, No. 11-12, 2648-2662 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Maleki} et al., J. Appl. Stat. 50, No. 11--12, 2648--2662 (2023; Zbl 07742679) Full Text: DOI
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
Lin, Chuyuan; Yu, Ying; Wu, Lucas Y.; Cao, Jiguo Unsupervised learning on U.S. weather forecast performance. (English) Zbl 07734156 Comput. Stat. 38, No. 3, 1193-1213 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{C. Lin} et al., Comput. Stat. 38, No. 3, 1193--1213 (2023; Zbl 07734156) Full Text: DOI
Crispino, Marta; Mollica, Cristina; Astuti, Valerio; Tardella, Luca Efficient and accurate inference for mixtures of Mallows models with Spearman distance. (English) Zbl 1517.62012 Stat. Comput. 33, No. 5, Paper No. 98, 15 p. (2023). MSC: 62-08 62F07 PDFBibTeX XMLCite \textit{M. Crispino} et al., Stat. Comput. 33, No. 5, Paper No. 98, 15 p. (2023; Zbl 1517.62012) Full Text: DOI arXiv
Elayouty, A.; Abou-Ali, H. Functional data analysis of the relationship between electricity consumption and climate change drivers. (English) Zbl 07720132 J. Appl. Stat. 50, No. 10, 2267-2285 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Elayouty} and \textit{H. Abou-Ali}, J. Appl. Stat. 50, No. 10, 2267--2285 (2023; Zbl 07720132) Full Text: DOI
Lee, Jung Wun; Harel, Ofer Incomplete clustering analysis via multiple imputation. (English) Zbl 07720117 J. Appl. Stat. 50, No. 9, 1962-1979 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{J. W. Lee} and \textit{O. Harel}, J. Appl. Stat. 50, No. 9, 1962--1979 (2023; Zbl 07720117) Full Text: DOI
Zhang, Yuchi; Browne, Ryan P.; Andrews, Jeffrey L. Assessing the variability of posterior probabilities in Gaussian model-based clustering. (English) Zbl 07714127 Commun. Stat., Simulation Comput. 52, No. 5, 1937-1947 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Zhang} et al., Commun. Stat., Simulation Comput. 52, No. 5, 1937--1947 (2023; Zbl 07714127) Full Text: DOI
Carpita, Maurizio; Pasca, Paola; Arima, Serena; Ciavolino, Enrico Clustering of variables methods and measurement models for soccer players’ performances. (English) Zbl 1516.62062 Ann. Oper. Res. 325, No. 1, 37-56 (2023). MSC: 62H30 62H25 62H12 62P20 PDFBibTeX XMLCite \textit{M. Carpita} et al., Ann. Oper. Res. 325, No. 1, 37--56 (2023; Zbl 1516.62062) Full Text: DOI
Motegi, Ryosuke; Seki, Yoichi SMLSOM: the shrinking maximum likelihood self-organizing map. (English) Zbl 07710204 Comput. Stat. Data Anal. 182, Article ID 107714, 23 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{R. Motegi} and \textit{Y. Seki}, Comput. Stat. Data Anal. 182, Article ID 107714, 23 p. (2023; Zbl 07710204) Full Text: DOI arXiv
Vávra, Jan; Komárek, Arnošt Classification based on multivariate mixed type longitudinal data with an application to the EU-SILC database. (English) Zbl 07702486 Adv. Data Anal. Classif., ADAC 17, No. 2, 369-406 (2023). MSC: 62F15 62H30 62J05 62J12 PDFBibTeX XMLCite \textit{J. Vávra} and \textit{A. Komárek}, Adv. Data Anal. Classif., ADAC 17, No. 2, 369--406 (2023; Zbl 07702486) 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
Oh, Sangkon; Seo, Byungtae Merging components in linear Gaussian cluster-weighted models. (English) Zbl 07695284 J. Classif. 40, No. 1, 25-51 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{S. Oh} and \textit{B. Seo}, J. Classif. 40, No. 1, 25--51 (2023; Zbl 07695284) Full Text: DOI
Coraggio, Luca; Coretto, Pietro Selecting the number of clusters, clustering models, and algorithms. A unifying approach based on the quadratic discriminant score. (English) Zbl 1520.62085 J. Multivariate Anal. 196, Article ID 105181, 20 p. (2023). MSC: 62H30 62-08 PDFBibTeX XMLCite \textit{L. Coraggio} and \textit{P. Coretto}, J. Multivariate Anal. 196, Article ID 105181, 20 p. (2023; Zbl 1520.62085) Full Text: DOI arXiv
Sottosanti, Andrea; Risso, Davide Co-clustering of spatially resolved transcriptomic data. (English) Zbl 07692390 Ann. Appl. Stat. 17, No. 2, 1444-1468 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{A. Sottosanti} and \textit{D. Risso}, Ann. Appl. Stat. 17, No. 2, 1444--1468 (2023; Zbl 07692390) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{B. Franzolini} et al., Ann. Appl. Stat. 17, No. 1, 313--332 (2023; Zbl 07656978) Full Text: DOI arXiv
Hennig, Christian; Coretto, Pietro An adequacy approach for deciding the number of clusters for OTRIMLE robust Gaussian mixture-based clustering. (English) Zbl 1521.62100 Aust. N. Z. J. Stat. 64, No. 2, 230-254 (2022). MSC: 62H30 62F40 PDFBibTeX XMLCite \textit{C. Hennig} and \textit{P. Coretto}, Aust. N. Z. J. Stat. 64, No. 2, 230--254 (2022; Zbl 1521.62100) Full Text: DOI arXiv OA License
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 PDFBibTeX XMLCite \textit{V. Boyko} et al., Multiscale Model. Simul. 20, No. 4, 1251--1283 (2022; Zbl 1506.62359) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{A. Casa} et al., J. Classif. 39, No. 3, 648--674 (2022; Zbl 07646910) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{Y. Fang} et al., J. Classif. 39, No. 3, 510--552 (2022; Zbl 07646906) 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
Deepana, R.; Kiruthika, C. On comparative study of clustering using finite mixture of non-Gaussian distributions. (English) Zbl 1509.62267 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 PDFBibTeX XMLCite \textit{R. Deepana} and \textit{C. Kiruthika}, Stud. Fuzziness Soft Comput. 419, 163--180 (2022; Zbl 1509.62267) Full Text: DOI
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 PDFBibTeX XMLCite \textit{A. E. Culos} et al., Commun. Stat., Simulation Comput. 51, No. 10, 5658--5669 (2022; Zbl 07603837) Full Text: DOI
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 PDFBibTeX XMLCite \textit{Q. Wu} and \textit{X. Luo}, Stat. Sin. 32, No. 4, 1835--1856 (2022; Zbl 07601219) Full Text: DOI arXiv
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
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 PDFBibTeX XMLCite \textit{E. Goffinet} et al., Comput. Stat. Data Anal. 176, Article ID 107565, 23 p. (2022; Zbl 07584300) Full Text: DOI
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 PDFBibTeX XMLCite \textit{W. Luo}, Electron. J. Stat. 16, No. 2, 3910--3936 (2022; Zbl 07567703) Full Text: DOI Link
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 PDFBibTeX XMLCite \textit{M. Amovin-Assagba} et al., Comput. Stat. Data Anal. 174, Article ID 107496, 20 p. (2022; Zbl 07561881) Full Text: DOI arXiv
Coretto, Pietro Estimation and computations for Gaussian mixtures with uniform noise under separation constraints. (English) Zbl 1515.62062 Stat. Methods Appl. 31, No. 2, 427-458 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{P. Coretto}, Stat. Methods Appl. 31, No. 2, 427--458 (2022; Zbl 1515.62062) Full Text: DOI
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 PDFBibTeX XMLCite \textit{S. D. Tomarchio} et al., AStA, Adv. Stat. Anal. 106, No. 2, 315--347 (2022; Zbl 1490.62164) Full Text: DOI
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 PDFBibTeX XMLCite \textit{H. Tong} and \textit{C. Tortora}, Adv. Data Anal. Classif., ADAC 16, No. 1, 5--30 (2022; Zbl 07538942) Full Text: DOI
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 PDFBibTeX XMLCite \textit{K. You} and \textit{C. Suh}, Comput. Stat. Data Anal. 171, Article ID 107457, 22 p. (2022; Zbl 07512641) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{L. Anderlucci} et al., J. Classif. 39, No. 1, 191--216 (2022; Zbl 07512359) Full Text: DOI arXiv
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
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 PDFBibTeX XMLCite \textit{R. Corradin} et al., Int. J. Approx. Reasoning 143, 26--43 (2022; Zbl 07478963) Full Text: DOI
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 PDFBibTeX XMLCite \textit{S. Golovkine} et al., Comput. Stat. Data Anal. 168, Article ID 107376, 18 p. (2022; Zbl 07476361) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{L. A. García-Escudero} et al., Stat. Comput. 32, No. 1, Paper No. 2, 15 p. (2022; Zbl 1477.62006) Full Text: DOI
Park, Jinsu; Choi, Taeryon; Chung, Yeonseung Nonparametric Bayesian functional two-part random effects model for longitudinal semicontinuous data analysis. (English) Zbl 1523.62178 Biom. J. 63, No. 4, 787-805 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{J. Park} et al., Biom. J. 63, No. 4, 787--805 (2021; Zbl 1523.62178) Full Text: DOI
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 PDFBibTeX XMLCite \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
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 PDFBibTeX XMLCite \textit{E. Côme} et al., Adv. Data Anal. Classif., ADAC 15, No. 4, 957--986 (2021; Zbl 07538936) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{C. Yang} et al., J. Comput. Graph. Stat. 30, No. 2, 422--441 (2021; Zbl 07499867) Full Text: DOI arXiv
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 1521.62523 J. Appl. Stat. 48, No. 10, 1730-1754 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Wu} et al., J. Appl. Stat. 48, No. 10, 1730--1754 (2021; Zbl 1521.62523) Full Text: DOI Link
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 PDFBibTeX XMLCite \textit{X. Lu} et al., J. Classif. 38, No. 3, 576--593 (2021; Zbl 07473951) Full Text: DOI
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 PDFBibTeX XMLCite \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
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 PDFBibTeX XMLCite \textit{A. Sharp} and \textit{R. Browne}, Adv. Data Anal. Classif., ADAC 15, No. 3, 735--757 (2021; Zbl 07433036) 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
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 PDFBibTeX XMLCite \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
Gallo, Giampiero M.; Lacava, Demetrio; Otranto, Edoardo On classifying the effects of policy announcements on volatility. (English) Zbl 1521.91224 Int. J. Approx. Reasoning 134, 23-33 (2021). MSC: 91B64 PDFBibTeX XMLCite \textit{G. M. Gallo} et al., Int. J. Approx. Reasoning 134, 23--33 (2021; Zbl 1521.91224) Full Text: DOI arXiv Link
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 PDFBibTeX XMLCite \textit{S. M. McNicholas} et al., J. Classif. 38, No. 2, 264--279 (2021; Zbl 07413948) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{A. Punzo} and \textit{C. Tortora}, Stat. Model. 21, No. 4, 332--358 (2021; Zbl 07381254) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{C. Biernacki} et al., J. Classif. 38, No. 1, 129--157 (2021; Zbl 07370656) Full Text: DOI HAL
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 PDFBibTeX XMLCite \textit{S. Subedi} and \textit{P. D. McNicholas}, J. Classif. 38, No. 1, 89--108 (2021; Zbl 07370653) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{T. Roick} et al., Adv. Data Anal. Classif., ADAC 15, No. 1, 209--229 (2021; Zbl 07363871) Full Text: DOI arXiv Link
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 PDFBibTeX XMLCite \textit{D. Liang} et al., J. Am. Stat. Assoc. 116, No. 533, 116--132 (2021; Zbl 1457.62370) Full Text: DOI
Schweinberger, Michael Statistical inference for continuous-time Markov processes with block structure based on discrete-time network data. (English) Zbl 07778433 Stat. Neerl. 74, No. 3, 342-362 (2020). MSC: 91Dxx 62Fxx 62Mxx PDFBibTeX XMLCite \textit{M. Schweinberger}, Stat. Neerl. 74, No. 3, 342--362 (2020; Zbl 07778433) Full Text: DOI
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 PDFBibTeX XMLCite \textit{S. Ahn} et al., J. Korean Stat. Soc. 49, No. 1, 161--176 (2020; Zbl 1485.62076) Full Text: DOI
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 PDFBibTeX XMLCite \textit{M. Corneli} et al., J. Comput. Graph. Stat. 29, No. 4, 771--785 (2020; Zbl 07500356) Full Text: DOI HAL
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 PDFBibTeX XMLCite \textit{M.-S. Yang} and \textit{W. Ali}, Math. Biosci. Eng. 17, No. 1, 250--265 (2020; Zbl 1470.92159) Full Text: DOI
Redivo, Edoardo; Nguyen, Hien D.; Gupta, Mayetri Bayesian clustering of skewed and multimodal data using geometric skewed normal distributions. (English) Zbl 1510.62282 Comput. Stat. Data Anal. 152, Article ID 107040, 22 p. (2020). MSC: 62H30 62F15 62-08 62P10 PDFBibTeX XMLCite \textit{E. Redivo} et al., Comput. Stat. Data Anal. 152, Article ID 107040, 22 p. (2020; Zbl 1510.62282) Full Text: DOI Link
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 PDFBibTeX XMLCite \textit{H. Jafrai} and \textit{M. Golalizadeh}, Iran. J. Math. Sci. Inform. 15, No. 1, 99--109 (2020; Zbl 1460.62097) Full Text: Link
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 PDFBibTeX XMLCite \textit{K. Murphy} et al., Bayesian Anal. 15, No. 3, 937--963 (2020; Zbl 1459.62118) Full Text: DOI arXiv Euclid
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 PDFBibTeX XMLCite \textit{M. Signorelli} and \textit{E. C. Wit}, Stat. Model. 20, No. 1, 9--29 (2020; Zbl 07290023) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{F. Lagona} et al., Biom. J. 62, No. 6, 1508--1524 (2020; Zbl 1448.62175) Full Text: DOI
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 PDFBibTeX XMLCite \textit{S. Shirinkam} et al., J. Algebra Appl. 19, No. 11, Article ID 2050204, 21 p. (2020; Zbl 1453.62553) Full Text: DOI
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 PDFBibTeX XMLCite \textit{A. Schmutz} et al., Comput. Stat. 35, No. 3, 1101--1131 (2020; Zbl 1505.62360) Full Text: DOI Link
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 PDFBibTeX XMLCite \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
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 PDFBibTeX XMLCite \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
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 PDFBibTeX XMLCite \textit{S. Ingrassia} and \textit{A. Punzo}, J. Classif. 37, No. 2, 526--547 (2020; Zbl 07223614) Full Text: DOI
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 PDFBibTeX XMLCite \textit{M. Marbac} et al., J. Classif. 37, No. 1, 124--142 (2020; Zbl 07223592) Full Text: DOI
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 1510.62286 Comput. Stat. Data Anal. 148, Article ID 106961, 19 p. (2020). MSC: 62H30 62F10 62P10 62-08 PDFBibTeX XMLCite \textit{Y.-C. Yang} et al., Comput. Stat. Data Anal. 148, Article ID 106961, 19 p. (2020; Zbl 1510.62286) Full Text: DOI
De Blasi, Pierpaolo; Martínez, Asael Fabian; Mena, Ramsés H.; Prünster, Igor On the inferential implications of decreasing weight structures in mixture models. (English) Zbl 1510.62031 Comput. Stat. Data Anal. 147, Article ID 106940, 14 p. (2020). MSC: 62-08 62G05 62F15 62H30 PDFBibTeX XMLCite \textit{P. De Blasi} et al., Comput. Stat. Data Anal. 147, Article ID 106940, 14 p. (2020; Zbl 1510.62031) Full Text: DOI Link
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 PDFBibTeX XMLCite \textit{A. Mazza} and \textit{A. Punzo}, Stat. Pap. 61, No. 2, 787--822 (2020; Zbl 1435.62238) Full Text: DOI
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 PDFBibTeX XMLCite \textit{K. H. Lee} et al., J. Multivariate Anal. 175, Article ID 104540, 17 p. (2020; Zbl 1437.62233) Full Text: DOI arXiv Link
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 PDFBibTeX XMLCite \textit{D. Liu} and \textit{J. Graham}, Am. Stat. 73, No. 1, 70--79 (2019; Zbl 07588125) Full Text: DOI arXiv
Amiri, Leila; Khazaei, Mojtaba; Ganjali, Mojtaba Mixtures of general location model with factor analyzer covariance structure for clustering mixed type data. (English) Zbl 1516.62121 J. Appl. Stat. 46, No. 11, 2075-2100 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Amiri} et al., J. Appl. Stat. 46, No. 11, 2075--2100 (2019; Zbl 1516.62121) Full Text: DOI
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 PDFBibTeX XMLCite \textit{M. Comas-Cufí} et al., Stat. Model. 19, No. 2, 109--139 (2019; Zbl 07289527) Full Text: DOI
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 PDFBibTeX XMLCite \textit{P. Berta} and \textit{V. Vinciotti}, Stat. Anal. Data Min. 12, No. 5, 434--443 (2019; Zbl 07260649) Full Text: DOI
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 PDFBibTeX XMLCite \textit{M.-S. Yang} et al., Inf. Sci. 481, 1--23 (2019; Zbl 1450.62078) Full Text: DOI
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 PDFBibTeX XMLCite \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
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 PDFBibTeX XMLCite \textit{A. Ickowicz} et al., J. Agric. Biol. Environ. Stat. 24, No. 4, 719--739 (2019; Zbl 1428.62489) Full Text: DOI
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 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Stat. Sin. 29, No. 4, 1873--1889 (2019; Zbl 1432.62194) Full Text: DOI
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 PDFBibTeX XMLCite \textit{F. Forbes}, in: Handbook of mixture analysis. Boca Raton, FL: CRC Press. 385--405 (2019; Zbl 1428.62271)
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 PDFBibTeX XMLCite \textit{B. Grün}, in: Handbook of mixture analysis. Boca Raton, FL: CRC Press. 157--192 (2019; Zbl 1428.62275) Full Text: arXiv
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 PDFBibTeX XMLCite \textit{S. Frühwirth-Schnatter}, Braz. J. Probab. Stat. 33, No. 4, 706--733 (2019; Zbl 1499.62209) Full Text: DOI Euclid
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 PDFBibTeX XMLCite \textit{M. Fop} et al., Stat. Comput. 29, No. 4, 791--819 (2019; Zbl 1430.62131) Full Text: DOI arXiv Link
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 PDFBibTeX XMLCite \textit{M. Corneli} et al., Stat. Comput. 29, No. 4, 677--695 (2019; Zbl 1430.62129) Full Text: DOI HAL
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 PDFBibTeX XMLCite \textit{L. Anderlucci} et al., Stat. Sci. 34, No. 2, 280--300 (2019; Zbl 1420.62266) Full Text: DOI arXiv Euclid
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 PDFBibTeX XMLCite \textit{L. Zhang} and \textit{J. Baek}, J. Korean Stat. Soc. 48, No. 3, 480--492 (2019; Zbl 1428.62301) Full Text: DOI
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 PDFBibTeX XMLCite \textit{X. Luo} and \textit{Y. Wei}, J. Am. Stat. Assoc. 114, No. 526, 581--594 (2019; Zbl 1420.62458) Full Text: DOI
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 PDFBibTeX XMLCite \textit{Y. Wang} and \textit{R. S. Tsay}, J. Time Ser. Anal. 40, No. 2, 182--202 (2019; Zbl 1419.62252) Full Text: DOI