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
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
Sarkar, Shuchismita; Zhu, Xuwen; Melnykov, Volodymyr; Ingrassia, Salvatore On parsimonious models for modeling matrix data. (English) Zbl 07135537 Comput. Stat. Data Anal. 142, Article ID 106822, 26 p. (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Sarkar} et al., Comput. Stat. Data Anal. 142, Article ID 106822, 26 p. (2020; Zbl 07135537) Full Text: DOI 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
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; 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
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
Ingrassia, Salvatore; Minotti, Simona C.; Vittadini, Giorgio Local statistical modeling via a cluster-weighted approach with elliptical distributions. (English) Zbl 1360.62335 J. Classif. 29, No. 3, 363-401 (2012). MSC: 62H30 62F10 62J05 PDF BibTeX XML Cite \textit{S. Ingrassia} et al., J. Classif. 29, No. 3, 363--401 (2012; Zbl 1360.62335) Full Text: DOI OpenURL