Kugler, Benoit; Forbes, Florence; Douté, Sylvain Fast Bayesian inversion for high dimensional inverse problems. (English) Zbl 07511143 Stat. Comput. 32, No. 2, Paper No. 31, 23 p. (2022). MSC: 62-08 62H30 62F15 PDF BibTeX XML Cite \textit{B. Kugler} et al., Stat. Comput. 32, No. 2, Paper No. 31, 23 p. (2022; Zbl 07511143) Full Text: DOI OpenURL
Papastamoulis, Panagiotis; Ntzoufras, Ioannis On the identifiability of Bayesian factor analytic models. (English) Zbl 07511135 Stat. Comput. 32, No. 2, Paper No. 23, 29 p. (2022). MSC: 62-08 62F15 62H25 PDF BibTeX XML Cite \textit{P. Papastamoulis} and \textit{I. Ntzoufras}, Stat. Comput. 32, No. 2, Paper No. 23, 29 p. (2022; Zbl 07511135) Full Text: DOI OpenURL
Frisch, Gabriel; Leger, Jean-Benoist; Grandvalet, Yves Learning from missing data with the binary latent block model. (English) Zbl 1477.62005 Stat. Comput. 32, No. 1, Paper No. 9, 21 p. (2022). MSC: 62-08 62D10 62H30 PDF BibTeX XML Cite \textit{G. Frisch} et al., Stat. Comput. 32, No. 1, Paper No. 9, 21 p. (2022; Zbl 1477.62005) Full Text: DOI arXiv OpenURL
Sembach, Lena; Burgard, Jan Pablo; Schulz, Volker A Riemannian Newton trust-region method for fitting Gaussian mixture models. (English) Zbl 1477.62015 Stat. Comput. 32, No. 1, Paper No. 8, 20 p. (2022). MSC: 62-08 62H30 62R30 65K05 PDF BibTeX XML Cite \textit{L. Sembach} et al., Stat. Comput. 32, No. 1, Paper No. 8, 20 p. (2022; Zbl 1477.62015) Full Text: DOI arXiv OpenURL
Dutang, Christophe; Guibert, Quentin An explicit split point procedure in model-based trees allowing for a quick fitting of GLM trees and GLM forests. (English) Zbl 1477.62004 Stat. Comput. 32, No. 1, Paper No. 6, 22 p. (2022). MSC: 62-08 62H30 68T05 PDF BibTeX XML Cite \textit{C. Dutang} and \textit{Q. Guibert}, Stat. Comput. 32, No. 1, Paper No. 6, 22 p. (2022; Zbl 1477.62004) Full Text: DOI 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
Schreurs, Joachim; Vranckx, Iwein; Hubert, Mia; Suykens, Johan A. K.; Rousseeuw, Peter J. Outlier detection in non-elliptical data by kernel MRCD. (English) Zbl 1475.62056 Stat. Comput. 31, No. 5, Paper No. 66, 18 p. (2021). MSC: 62-08 PDF BibTeX XML Cite \textit{J. Schreurs} et al., Stat. Comput. 31, No. 5, Paper No. 66, 18 p. (2021; Zbl 1475.62056) Full Text: DOI arXiv OpenURL
Affeldt, Séverine; Labiod, Lazhar; Nadif, Mohamed Regularized bi-directional co-clustering. (English) Zbl 1475.62012 Stat. Comput. 31, No. 3, Paper No. 32, 17 p. (2021). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{S. Affeldt} et al., Stat. Comput. 31, No. 3, Paper No. 32, 17 p. (2021; Zbl 1475.62012) Full Text: DOI OpenURL
Tutz, Gerhard; Berger, Moritz Tree-structured scale effects in binary and ordinal regression. (English) Zbl 1475.62062 Stat. Comput. 31, No. 2, Paper No. 17, 12 p. (2021). MSC: 62-08 PDF BibTeX XML Cite \textit{G. Tutz} and \textit{M. Berger}, Stat. Comput. 31, No. 2, Paper No. 17, 12 p. (2021; Zbl 1475.62062) Full Text: DOI arXiv OpenURL
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan Anomaly and novelty detection for robust semi-supervised learning. (English) Zbl 1461.62015 Stat. Comput. 30, No. 5, 1545-1571 (2020). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{A. Cappozzo} et al., Stat. Comput. 30, No. 5, 1545--1571 (2020; Zbl 1461.62015) Full Text: DOI arXiv OpenURL
Sportisse, Aude; Boyer, Claire; Josse, Julie Imputation and low-rank estimation with missing not at random data. (English) Zbl 1452.62174 Stat. Comput. 30, No. 6, 1629-1643 (2020). MSC: 62D10 62H12 62P10 PDF BibTeX XML Cite \textit{A. Sportisse} et al., Stat. Comput. 30, No. 6, 1629--1643 (2020; Zbl 1452.62174) Full Text: DOI arXiv OpenURL
Whitaker, T.; Beranger, B.; Sisson, S. A. Composite likelihood methods for histogram-valued random variables. (English) Zbl 1452.62337 Stat. Comput. 30, No. 5, 1459-1477 (2020). MSC: 62G32 62H11 62R07 62P12 86A08 PDF BibTeX XML Cite \textit{T. Whitaker} et al., Stat. Comput. 30, No. 5, 1459--1477 (2020; Zbl 1452.62337) Full Text: DOI arXiv OpenURL
García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco Model-based clustering with determinant-and-shape constraint. (English) Zbl 1452.62443 Stat. Comput. 30, No. 5, 1363-1380 (2020). MSC: 62H30 62G35 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Stat. Comput. 30, No. 5, 1363--1380 (2020; Zbl 1452.62443) Full Text: DOI Link OpenURL
Torrecilla, José L.; Ramos-Carreño, Carlos; Sánchez-Montañés, Manuel; Suárez, Alberto Optimal classification of Gaussian processes in homo- and heteroscedastic settings. (English) Zbl 1448.62209 Stat. Comput. 30, No. 4, 1091-1111 (2020). MSC: 62R10 62H30 60G15 46E22 PDF BibTeX XML Cite \textit{J. L. Torrecilla} et al., Stat. Comput. 30, No. 4, 1091--1111 (2020; Zbl 1448.62209) Full Text: DOI OpenURL
Nguyen, Hien D.; Forbes, Florence; McLachlan, Geoffrey J. Mini-batch learning of exponential family finite mixture models. (English) Zbl 1447.62073 Stat. Comput. 30, No. 4, 731-748 (2020). MSC: 62H30 62H10 62R07 PDF BibTeX XML Cite \textit{H. D. Nguyen} et al., Stat. Comput. 30, No. 4, 731--748 (2020; Zbl 1447.62073) Full Text: DOI arXiv OpenURL
Papastamoulis, Panagiotis Clustering multivariate data using factor analytic Bayesian mixtures with an unknown number of components. (English) Zbl 1436.62280 Stat. Comput. 30, No. 3, 485-506 (2020). MSC: 62H30 62H25 62-08 PDF BibTeX XML Cite \textit{P. Papastamoulis}, Stat. Comput. 30, No. 3, 485--506 (2020; Zbl 1436.62280) Full Text: DOI arXiv OpenURL
Maharaj, Elizabeth Ann; Teles, Paulo; Brito, Paula Clustering of interval time series. (English) Zbl 1430.62200 Stat. Comput. 29, No. 5, 1011-1034 (2019). MSC: 62M10 62H30 62P12 PDF BibTeX XML Cite \textit{E. A. Maharaj} et al., Stat. Comput. 29, No. 5, 1011--1034 (2019; Zbl 1430.62200) 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
Alonso, Andrés M.; Peña, Daniel Clustering time series by linear dependency. (English) Zbl 1430.62191 Stat. Comput. 29, No. 4, 655-676 (2019). MSC: 62M10 62H30 65C05 PDF BibTeX XML Cite \textit{A. M. Alonso} and \textit{D. Peña}, Stat. Comput. 29, No. 4, 655--676 (2019; Zbl 1430.62191) Full Text: DOI OpenURL
Maleki, Mohsen; Wraith, Darren; Arellano-Valle, Reinaldo B. Robust finite mixture modeling of multivariate unrestricted skew-normal generalized hyperbolic distributions. (English) Zbl 1430.62105 Stat. Comput. 29, No. 3, 415-428 (2019). MSC: 62H10 62F15 62H30 62-08 PDF BibTeX XML Cite \textit{M. Maleki} et al., Stat. Comput. 29, No. 3, 415--428 (2019; Zbl 1430.62105) Full Text: DOI OpenURL
Zuanetti, Daiane Aparecida; Müller, Peter; Zhu, Yitan; Yang, Shengjie; Ji, Yuan Bayesian nonparametric clustering for large data sets. (English) Zbl 1430.62146 Stat. Comput. 29, No. 2, 203-215 (2019). MSC: 62H30 62R07 62G05 62P10 PDF BibTeX XML Cite \textit{D. A. Zuanetti} et al., Stat. Comput. 29, No. 2, 203--215 (2019; Zbl 1430.62146) Full Text: DOI OpenURL
Viroli, Cinzia; McLachlan, Geoffrey J. Deep Gaussian mixture models. (English) Zbl 1430.62143 Stat. Comput. 29, No. 1, 43-51 (2019). MSC: 62H30 60G15 PDF BibTeX XML Cite \textit{C. Viroli} and \textit{G. J. McLachlan}, Stat. Comput. 29, No. 1, 43--51 (2019; Zbl 1430.62143) Full Text: DOI arXiv OpenURL
Corneli, Marco; Latouche, Pierre; Rossi, Fabrice Multiple change points detection and clustering in dynamic networks. (English) Zbl 1405.62076 Stat. Comput. 28, No. 5, 989-1007 (2018). MSC: 62H30 62G10 90B15 PDF BibTeX XML Cite \textit{M. Corneli} et al., Stat. Comput. 28, No. 5, 989--1007 (2018; Zbl 1405.62076) Full Text: DOI HAL 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
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín A reweighting approach to robust clustering. (English) Zbl 1384.62193 Stat. Comput. 28, No. 2, 477-493 (2018). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{F. Dotto} et al., Stat. Comput. 28, No. 2, 477--493 (2018; Zbl 1384.62193) Full Text: DOI Link OpenURL
Paci, Lucia; Finazzi, Francesco Dynamic model-based clustering for spatio-temporal data. (English) Zbl 1384.62201 Stat. Comput. 28, No. 2, 359-374 (2018). MSC: 62H30 62M30 62F15 62P12 PDF BibTeX XML Cite \textit{L. Paci} and \textit{F. Finazzi}, Stat. Comput. 28, No. 2, 359--374 (2018; Zbl 1384.62201) Full Text: DOI OpenURL
Kosmidis, Ioannis; Karlis, Dimitris Model-based clustering using copulas with applications. (English) Zbl 06652996 Stat. Comput. 26, No. 5, 1079-1099 (2016). MSC: 62-XX PDF BibTeX XML Cite \textit{I. Kosmidis} and \textit{D. Karlis}, Stat. Comput. 26, No. 5, 1079--1099 (2016; Zbl 06652996) Full Text: DOI arXiv OpenURL
Biernacki, Christophe; Jacques, Julien Model-based clustering of multivariate ordinal data relying on a stochastic binary search algorithm. (English) Zbl 06652986 Stat. Comput. 26, No. 5, 929-943 (2016). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Biernacki} and \textit{J. Jacques}, Stat. Comput. 26, No. 5, 929--943 (2016; Zbl 06652986) Full Text: DOI 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
Lee, Sharon X.; McLachlan, Geoffrey J. Finite mixtures of canonical fundamental skew \(t\)-distributions. The unification of the restricted and unrestricted skew \(t\)-mixture models. (English) Zbl 1420.60020 Stat. Comput. 26, No. 3, 573-589 (2016). MSC: 60E05 62F10 PDF BibTeX XML Cite \textit{S. X. Lee} and \textit{G. J. McLachlan}, Stat. Comput. 26, No. 3, 573--589 (2016; Zbl 1420.60020) Full Text: DOI arXiv OpenURL
Holzmann, Hajo; Schwaiger, Florian Hidden Markov models with state-dependent mixtures: minimal representation, model testing and applications to clustering. (English) Zbl 1332.62286 Stat. Comput. 25, No. 6, 1185-1200 (2015). MSC: 62M05 62H30 60J10 PDF BibTeX XML Cite \textit{H. Holzmann} and \textit{F. Schwaiger}, Stat. Comput. 25, No. 6, 1185--1200 (2015; Zbl 1332.62286) Full Text: DOI OpenURL
Bouveyron, C.; Fauvel, M.; Girard, S. Kernel discriminant analysis and clustering with parsimonious Gaussian process models. (English) Zbl 1331.62302 Stat. Comput. 25, No. 6, 1143-1162 (2015). MSC: 62H30 PDF BibTeX XML Cite \textit{C. Bouveyron} et al., Stat. Comput. 25, No. 6, 1143--1162 (2015; Zbl 1331.62302) Full Text: DOI arXiv OpenURL
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. Avoiding spurious local maximizers in mixture modeling. (English) Zbl 1331.62100 Stat. Comput. 25, No. 3, 619-633 (2015). MSC: 62F10 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Stat. Comput. 25, No. 3, 619--633 (2015; Zbl 1331.62100) Full Text: DOI Link OpenURL
Biernacki, Christophe; Lourme, Alexandre Stable and visualizable Gaussian parsimonious clustering models. (English) Zbl 1332.62199 Stat. Comput. 24, No. 6, 953-969 (2014). MSC: 62H30 PDF BibTeX XML Cite \textit{C. Biernacki} and \textit{A. Lourme}, Stat. Comput. 24, No. 6, 953--969 (2014; Zbl 1332.62199) Full Text: DOI OpenURL
Farcomeni, Alessio Snipping for robust \(k\)-means clustering under component-wise contamination. (English) Zbl 1332.62203 Stat. Comput. 24, No. 6, 907-919 (2014). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{A. Farcomeni}, Stat. Comput. 24, No. 6, 907--919 (2014; Zbl 1332.62203) Full Text: DOI OpenURL
Liu, Xiaohui; Zuo, Yijun Computing projection depth and its associated estimators. (English) Zbl 1325.62014 Stat. Comput. 24, No. 1, 51-63 (2014). MSC: 62-07 65C60 PDF BibTeX XML Cite \textit{X. Liu} and \textit{Y. Zuo}, Stat. Comput. 24, No. 1, 51--63 (2014; Zbl 1325.62014) Full Text: DOI OpenURL
Volant, Stevenn; Bérard, Caroline; Martin-Magniette, Marie-Laure; Robin, Stéphane Hidden Markov models with mixtures as emission distributions. (English) Zbl 1325.62157 Stat. Comput. 24, No. 4, 493-504 (2014). MSC: 62M05 62H30 62P10 PDF BibTeX XML Cite \textit{S. Volant} et al., Stat. Comput. 24, No. 4, 493--504 (2014; Zbl 1325.62157) Full Text: DOI arXiv Link OpenURL
Corander, Jukka; Cui, Yaqiong; Koski, Timo; Sirén, Jukka Have I seen you before? Principles of Bayesian predictive classification revisited. (English) Zbl 1322.62164 Stat. Comput. 23, No. 1, 59-73 (2013). MSC: 62H30 62F15 60G09 PDF BibTeX XML Cite \textit{J. Corander} et al., Stat. Comput. 23, No. 1, 59--73 (2013; Zbl 1322.62164) Full Text: DOI Link OpenURL
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. Exploring the number of groups in robust model-based clustering. (English) Zbl 1221.62093 Stat. Comput. 21, No. 4, 585-599 (2011). MSC: 62H30 65C60 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Stat. Comput. 21, No. 4, 585--599 (2011; Zbl 1221.62093) Full Text: DOI Link OpenURL