Diani, Cecilia; Galimberti, Giuliano; Soffritti, Gabriele Multivariate cluster-weighted models based on seemingly unrelated linear regression. (English) Zbl 07512637 Comput. Stat. Data Anal. 171, Article ID 107451, 24 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Diani} et al., Comput. Stat. Data Anal. 171, Article ID 107451, 24 p. (2022; Zbl 07512637) Full Text: DOI OpenURL
Soffritti, Gabriele Estimating the covariance matrix of the maximum likelihood estimator under linear cluster-weighted models. (English) Zbl 07473952 J. Classif. 38, No. 3, 594-625 (2021). MSC: 62H30 PDF BibTeX XML Cite \textit{G. Soffritti}, J. Classif. 38, No. 3, 594--625 (2021; Zbl 07473952) Full Text: DOI OpenURL
Tomarchio, Salvatore D.; McNicholas, Paul D.; Punzo, Antonio Matrix normal cluster-weighted models. (English) Zbl 07473950 J. Classif. 38, No. 3, 556-575 (2021). MSC: 62H30 PDF BibTeX XML Cite \textit{S. D. Tomarchio} et al., J. Classif. 38, No. 3, 556--575 (2021; Zbl 07473950) Full Text: DOI arXiv OpenURL
Punzo, Antonio; Ingrassia, Salvatore; Maruotti, Antonello Multivariate hidden Markov regression models: random covariates and heavy-tailed distributions. (English) Zbl 1477.62224 Stat. Pap. 62, No. 3, 1519-1555 (2021). MSC: 62M05 62H30 62J05 62H12 62F35 PDF BibTeX XML Cite \textit{A. Punzo} et al., Stat. Pap. 62, No. 3, 1519--1555 (2021; Zbl 1477.62224) Full Text: DOI 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
Počuča, Nikola; Jevtić, Petar; McNicholas, Paul D.; Miljkovic, Tatjana Modeling frequency and severity of claims with the zero-inflated generalized cluster-weighted models. (English) Zbl 1452.91280 Insur. Math. Econ. 94, 79-93 (2020). MSC: 91G05 62P05 62H30 PDF BibTeX XML Cite \textit{N. Počuča} et al., Insur. Math. Econ. 94, 79--93 (2020; Zbl 1452.91280) 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
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
Galimberti, Giuliano; Soffritti, Gabriele A note on the consistency of the maximum likelihood estimator under multivariate linear cluster-weighted models. (English) Zbl 1459.62032 Stat. Probab. Lett. 157, Article ID 108630, 5 p. (2020). MSC: 62F12 62H30 PDF BibTeX XML Cite \textit{G. Galimberti} and \textit{G. Soffritti}, Stat. Probab. Lett. 157, Article ID 108630, 5 p. (2020; Zbl 1459.62032) Full Text: DOI 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
Punzo, Antonio A new look at the inverse Gaussian distribution with applications to insurance and economic data. (English) Zbl 07479975 J. Appl. Stat. 46, No. 7, 1260-1287 (2019). MSC: 62Pxx PDF BibTeX XML Cite \textit{A. Punzo}, J. Appl. Stat. 46, No. 7, 1260--1287 (2019; Zbl 07479975) Full Text: DOI OpenURL
Gallaugher, Michael P. B.; McNicholas, Paul D. On fractionally-supervised classification: weight selection and extension to the multivariate \(t\)-distribution. (English) Zbl 1436.62252 J. Classif. 36, No. 2, 232-265 (2019). MSC: 62H30 62F03 62H10 PDF BibTeX XML Cite \textit{M. P. B. Gallaugher} and \textit{P. D. McNicholas}, J. Classif. 36, No. 2, 232--265 (2019; Zbl 1436.62252) 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 07027218 Comput. Stat. Data Anal. 132, 145-166 (2019). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Morris} et al., Comput. Stat. Data Anal. 132, 145--166 (2019; Zbl 07027218) 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
Perthame, Emeline; Forbes, Florence; Deleforge, Antoine Inverse regression approach to robust nonlinear high-to-low dimensional mapping. (English) Zbl 1408.62119 J. Multivariate Anal. 163, 1-14 (2018). MSC: 62H30 62G35 62H05 62J02 PDF BibTeX XML Cite \textit{E. Perthame} et al., J. Multivariate Anal. 163, 1--14 (2018; Zbl 1408.62119) Full Text: DOI Link OpenURL
Amiri, Leila; Khazaei, Mojtaba; Ganjali, Mojtaba General location model with factor analyzer covariance matrix structure and its applications. (English) Zbl 1414.62205 Adv. Data Anal. Classif., ADAC 11, No. 3, 593-609 (2017). MSC: 62H25 62H30 PDF BibTeX XML Cite \textit{L. Amiri} et al., Adv. Data Anal. Classif., ADAC 11, No. 3, 593--609 (2017; Zbl 1414.62205) Full Text: DOI OpenURL
Maruotti, Antonello; Punzo, Antonio Model-based time-varying clustering of multivariate longitudinal data with covariates and outliers. (English) Zbl 1464.62128 Comput. Stat. Data Anal. 113, 475-496 (2017). MSC: 62-08 62H30 62M05 PDF BibTeX XML Cite \textit{A. Maruotti} and \textit{A. Punzo}, Comput. Stat. Data Anal. 113, 475--496 (2017; Zbl 1464.62128) Full Text: DOI Link OpenURL
Punzo, Antonio; McNicholas, Paul. D. Robust clustering in regression analysis via the contaminated Gaussian cluster-weighted model. (English) Zbl 1373.62316 J. Classif. 34, No. 2, 249-293 (2017). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{A. Punzo} and \textit{Paul. D. McNicholas}, J. Classif. 34, No. 2, 249--293 (2017; Zbl 1373.62316) Full Text: DOI arXiv OpenURL
Dang, Utkarsh J.; Punzo, Antonio; McNicholas, Paul D.; Ingrassia, Salvatore; Browne, Ryan P. Multivariate response and parsimony for Gaussian cluster-weighted models. (English) Zbl 1364.62149 J. Classif. 34, No. 1, 4-34 (2017). MSC: 62H30 62F10 PDF BibTeX XML Cite \textit{U. J. Dang} et al., J. Classif. 34, No. 1, 4--34 (2017; Zbl 1364.62149) Full Text: DOI arXiv Link OpenURL
Punzo, Antonio; Browne, Ryan P.; Mcnicholas, Paul D. Hypothesis testing for mixture model selection. (English) Zbl 07184768 J. Stat. Comput. Simulation 86, No. 14, 2797-2818 (2016). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Punzo} et al., J. Stat. Comput. Simulation 86, No. 14, 2797--2818 (2016; Zbl 07184768) Full Text: DOI OpenURL
Chen, Mingkun; Vigneau, Evelyne Supervised clustering of variables. (English) Zbl 1414.62234 Adv. Data Anal. Classif., ADAC 10, No. 1, 85-101 (2016). MSC: 62H30 62J05 PDF BibTeX XML Cite \textit{M. Chen} and \textit{E. Vigneau}, Adv. Data Anal. Classif., ADAC 10, No. 1, 85--101 (2016; Zbl 1414.62234) 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
Punzo, Antonio; Ingrassia, Salvatore Clustering bivariate mixed-type data via the cluster-weighted model. (English) Zbl 1347.65030 Comput. Stat. 31, No. 3, 989-1013 (2016). MSC: 65C60 62H30 62J12 PDF BibTeX XML Cite \textit{A. Punzo} and \textit{S. Ingrassia}, Comput. Stat. 31, No. 3, 989--1013 (2016; Zbl 1347.65030) Full Text: DOI OpenURL
Ingrassia, Salvatore; Punzo, Antonio Decision boundaries for mixtures of regressions. (English) Zbl 1341.62181 J. Korean Stat. Soc. 45, No. 2, 295-306 (2016). MSC: 62H30 68T10 PDF BibTeX XML Cite \textit{S. Ingrassia} and \textit{A. Punzo}, J. Korean Stat. Soc. 45, No. 2, 295--306 (2016; Zbl 1341.62181) Full Text: DOI OpenURL
Ingrassia, Salvatore; Punzo, Antonio; Vittadini, Giorgio; Minotti, Simona C. Erratum to: “The generalized linear mixed cluster-weighted model”. (English) Zbl 1335.62100 J. Classif. 32, No. 2, 327-355 (2015). MSC: 62H30 62J12 PDF BibTeX XML Cite \textit{S. Ingrassia} et al., J. Classif. 32, No. 2, 327--355 (2015; Zbl 1335.62100) Full Text: DOI OpenURL
Subedi, Sanjeena; Punzo, Antonio; Ingrassia, Salvatore; McNicholas, Paul D. Cluster-weighted \(t\)-factor analyzers for robust model-based clustering and dimension reduction. (English) Zbl 1416.62362 Stat. Methods Appl. 24, No. 4, 623-649 (2015). MSC: 62H30 PDF BibTeX XML Cite \textit{S. Subedi} et al., Stat. Methods Appl. 24, No. 4, 623--649 (2015; Zbl 1416.62362) Full Text: DOI OpenURL
Ingrassia, Salvatore; Punzo, Antonio; Vittadini, Giorgio; Minotti, Simona C. The generalized linear mixed cluster-weighted model. (English) Zbl 1331.62310 J. Classif. 32, No. 1, 85-113 (2015); erratum ibid. 32, No. 2, 327-355 (2015). MSC: 62H30 62J12 PDF BibTeX XML Cite \textit{S. Ingrassia} et al., J. Classif. 32, No. 1, 85--113 (2015; Zbl 1331.62310) Full Text: DOI OpenURL
Punzo, Antonio Flexible mixture modelling with the polynomial Gaussian cluster-weighted model. (English) Zbl 07257904 Stat. Model. 14, No. 3, 257-291 (2014). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Punzo}, Stat. Model. 14, No. 3, 257--291 (2014; Zbl 07257904) Full Text: DOI arXiv OpenURL
Ingrassia, Salvatore; Minotti, Simona C.; Punzo, Antonio Model-based clustering via linear cluster-weighted models. (English) Zbl 1471.62095 Comput. Stat. Data Anal. 71, 159-182 (2014). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{S. Ingrassia} et al., Comput. Stat. Data Anal. 71, 159--182 (2014; Zbl 1471.62095) Full Text: DOI arXiv OpenURL