Roberto Rocci

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Person:463111

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zbMath Open rocci.robertoMaRDI QIDQ463111

List of research outcomes

PublicationDate of PublicationType
LASSO–penalized clusterwise linear regression modelling: a two–step approach2024-01-23Paper
Factor uniqueness of the structural Parafac model2021-01-25Paper
An Overview on the URV Model-Based Approach to Cluster Mixed-Type Data2020-07-07Paper
Scale-constrained approaches for maximum likelihood estimation and model selection of clusterwise linear regression models2020-04-07Paper
A data driven equivariant approach to constrained Gaussian mixture modeling2019-06-03Paper
Mixture models for mixed-type data through a composite likelihood approach2018-08-14Paper
A model-based approach to simultaneous clustering and dimensional reduction of ordinal data2018-02-08Paper
Clusterwise linear regression modeling with soft scale constraints2017-11-21Paper
Finite Mixture of Linear Regression Models: An Adaptive Constrained Approach to Maximum Likelihood Estimation2017-08-18Paper
Mixture models for ordinal data: a pairwise likelihood approach2016-07-29Paper
Degeneracy of the EM algorithm for the MLE of multivariate Gaussian mixtures and dynamic constraints2016-01-12Paper
Three-mode component analysis with crisp or fuzzy partition of units2015-03-05Paper
Transforming three-way arrays to maximal simplicity2014-10-15Paper
Constrained Candecomp/Parafac via the Lasso2014-06-02Paper
A new dimension reduction method: Factor discriminant \(K\)-means2011-11-30Paper
Assessing the default risk by means of a discrete-time survival analysis approach2010-04-22Paper
Two-mode multi-partitioning2009-06-12Paper
A mixture of mixture models for a classification problem: the unity measure error2009-05-29Paper
Constrained monotone EM algorithms for finite mixture of multivariate Gaussians2009-05-29Paper
Three-mode factor analysis with binary core and orthonormality constraints2009-02-03Paper
Simultaneous component and clustering models for three-way data: Within and between approaches2008-03-11Paper
A general algorithm to fit constrained DEDICOM models2006-08-15Paper
Typical rank and indscal dimensionality for symmetric three-way arrays of order \(I\times 2\times 2\) or \(I\times 3\times 3\)2004-10-04Paper
Uniqueness of three-mode factor models with sparse cores: The \(3\times 3\times 3\) case1998-06-22Paper

Research outcomes over time


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