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 PDFBibTeX XMLCite \textit{C. Diani} et al., Comput. Stat. Data Anal. 171, Article ID 107451, 24 p. (2022; Zbl 07512637) Full Text: DOI
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 PDFBibTeX XMLCite \textit{G. Soffritti}, J. Classif. 38, No. 3, 594--625 (2021; Zbl 07473952) Full Text: DOI
Galimberti, Giuliano; Nuzzi, Lorenzo; Soffritti, Gabriele Covariance matrix estimation of the maximum likelihood estimator in multivariate clusterwise linear regression. (English) Zbl 1474.62283 Stat. Methods Appl. 30, No. 1, 235-268 (2021). MSC: 62J99 PDFBibTeX XMLCite \textit{G. Galimberti} et al., Stat. Methods Appl. 30, No. 1, 235--268 (2021; Zbl 1474.62283) Full Text: DOI
Galimberti, Giuliano; Soffritti, Gabriele Seemingly unrelated clusterwise linear regression. (English) Zbl 1474.62267 Adv. Data Anal. Classif., ADAC 14, No. 2, 235-260 (2020). MSC: 62J05 62H12 62F12 PDFBibTeX XMLCite \textit{G. Galimberti} and \textit{G. Soffritti}, Adv. Data Anal. Classif., ADAC 14, No. 2, 235--260 (2020; Zbl 1474.62267) Full Text: DOI
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 PDFBibTeX XMLCite \textit{G. Galimberti} et al., Stat. Comput. 28, No. 1, 145--169 (2018; Zbl 1384.62195) Full Text: DOI Link
Galimberti, Giuliano; Scardovi, Elena; Soffritti, Gabriele Using mixtures in seemingly unrelated linear regression models with non-normal errors. (English) Zbl 1505.62150 Stat. Comput. 26, No. 5, 1025-1038 (2016). MSC: 62-08 62J05 62H12 62H30 PDFBibTeX XMLCite \textit{G. Galimberti} et al., Stat. Comput. 26, No. 5, 1025--1038 (2016; Zbl 1505.62150) Full Text: DOI arXiv
Galimberti, Giuliano; Soffritti, Gabriele A multivariate linear regression analysis using finite mixtures of \(t\) distributions. (English) Zbl 1471.62070 Comput. Stat. Data Anal. 71, 138-150 (2014). MSC: 62-08 62H30 62J05 PDFBibTeX XMLCite \textit{G. Galimberti} and \textit{G. Soffritti}, Comput. Stat. Data Anal. 71, 138--150 (2014; Zbl 1471.62070) Full Text: DOI
Galimberti, Giuliano; Soffritti, Gabriele Using conditional independence for parsimonious model-based Gaussian clustering. (English) Zbl 1322.62167 Stat. Comput. 23, No. 5, 625-638 (2013). MSC: 62H30 62H12 PDFBibTeX XMLCite \textit{G. Galimberti} and \textit{G. Soffritti}, Stat. Comput. 23, No. 5, 625--638 (2013; Zbl 1322.62167) Full Text: DOI
Soffritti, Gabriele; Galimberti, Giuliano Multivariate linear regression with non-normal errors: a solution based on mixture models. (English) Zbl 1221.62106 Stat. Comput. 21, No. 4, 523-536 (2011). MSC: 62J05 62H12 62H10 65C05 PDFBibTeX XMLCite \textit{G. Soffritti} and \textit{G. Galimberti}, Stat. Comput. 21, No. 4, 523--536 (2011; Zbl 1221.62106) Full Text: DOI
Galimberti, Giuliano; Soffritti, Gabriele Finite mixture models for clustering multilevel data with multiple cluster structures. (English) Zbl 07256825 Stat. Model. 10, No. 3, 265-290 (2010). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Galimberti} and \textit{G. Soffritti}, Stat. Model. 10, No. 3, 265--290 (2010; Zbl 07256825) Full Text: DOI
Galimberti, Giuliano; Soffritti, Gabriele Model-based methods to identify multiple cluster structures in a data set. (English) Zbl 1452.62442 Comput. Stat. Data Anal. 52, No. 1, 520-536 (2007). MSC: 62H30 62-08 PDFBibTeX XMLCite \textit{G. Galimberti} and \textit{G. Soffritti}, Comput. Stat. Data Anal. 52, No. 1, 520--536 (2007; Zbl 1452.62442) Full Text: DOI