Roberto Rocci

Available identifiers

zbMath Open rocci.robertoMaRDI QIDQ463111

List of research outcomes

Publication	Date of Publication	Type
LASSO–penalized clusterwise linear regression modelling: a two–step approach	2024-01-23	Paper
Factor uniqueness of the structural Parafac model	2021-01-25	Paper
An Overview on the URV Model-Based Approach to Cluster Mixed-Type Data	2020-07-07	Paper
Scale-constrained approaches for maximum likelihood estimation and model selection of clusterwise linear regression models	2020-04-07	Paper
A data driven equivariant approach to constrained Gaussian mixture modeling	2019-06-03	Paper
Mixture models for mixed-type data through a composite likelihood approach	2018-08-14	Paper
A model-based approach to simultaneous clustering and dimensional reduction of ordinal data	2018-02-08	Paper
Clusterwise linear regression modeling with soft scale constraints	2017-11-21	Paper
Finite Mixture of Linear Regression Models: An Adaptive Constrained Approach to Maximum Likelihood Estimation	2017-08-18	Paper
Mixture models for ordinal data: a pairwise likelihood approach	2016-07-29	Paper
Degeneracy of the EM algorithm for the MLE of multivariate Gaussian mixtures and dynamic constraints	2016-01-12	Paper
Three-mode component analysis with crisp or fuzzy partition of units	2015-03-05	Paper
Transforming three-way arrays to maximal simplicity	2014-10-15	Paper
Constrained Candecomp/Parafac via the Lasso	2014-06-02	Paper
A new dimension reduction method: Factor discriminant \(K\)-means	2011-11-30	Paper
Assessing the default risk by means of a discrete-time survival analysis approach	2010-04-22	Paper
Two-mode multi-partitioning	2009-06-12	Paper
A mixture of mixture models for a classification problem: the unity measure error	2009-05-29	Paper
Constrained monotone EM algorithms for finite mixture of multivariate Gaussians	2009-05-29	Paper
Three-mode factor analysis with binary core and orthonormality constraints	2009-02-03	Paper
Simultaneous component and clustering models for three-way data: Within and between approaches	2008-03-11	Paper
A general algorithm to fit constrained DEDICOM models	2006-08-15	Paper
Typical rank and indscal dimensionality for symmetric three-way arrays of order \(I\times 2\times 2\) or \(I\times 3\times 3\)	2004-10-04	Paper
Uniqueness of three-mode factor models with sparse cores: The \(3\times 3\times 3\) case	1998-06-22	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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This page was built for person: Roberto Rocci