Roberto Rocci

According to our database, Roberto Rocci authored at least 15 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

Composite likelihood methods for parsimonious model-based clustering of mixed-type data.

Monia Ranalli, Roberto Rocci

Adv. Data Anal. Classif., June, 2024

2023

Measuring the Recovery Performance of a Portfolio of NPLs.

Alessandra Carleo, Roberto Rocci, Maria Sole Staffa

Comput., February, 2023

2018

A data driven equivariant approach to constrained Gaussian mixture modeling.

Roberto Rocci, Stefano Antonio Gattone, Roberto Di Mari

Adv. Data Anal. Classif., 2018

2017

Clusterwise linear regression modeling with soft scale constraints.

Roberto Di Mari, Roberto Rocci, Stefano Antonio Gattone

Int. J. Approx. Reason., 2017

Mixture models for mixed-type data through a composite likelihood approach.

Monia Ranalli, Roberto Rocci

Comput. Stat. Data Anal., 2017

2016

Mixture models for ordinal data: a pairwise likelihood approach.

Monia Ranalli, Roberto Rocci

Stat. Comput., 2016

Finite Mixture of Linear Regression Models: An Adaptive Constrained Approach to Maximum Likelihood Estimation.

Roberto Di Mari, Roberto Rocci, Stefano Antonio Gattone

Proceedings of the Soft Methods for Data Science, 2016

2014

Standard and Novel Model Selection Criteria in the Pairwise Likelihood Estimation of a Mixture Model for Ordinal Data.

Monia Ranalli, Roberto Rocci

Proceedings of the Analysis of Large and Complex Data, 2014

2011

Degeneracy of the EM algorithm for the MLE of multivariate Gaussian mixtures and dynamic constraints.

Salvatore Ingrassia, Roberto Rocci

Comput. Stat. Data Anal., 2011

A New Dimension Reduction Method: Factor Discriminant <i>K</i>-means.

Roberto Rocci, Stefano Antonio Gattone, Maurizio Vichi

J. Classif., 2011

2008

Two-mode multi-partitioning.

Roberto Rocci, Maurizio Vichi

Comput. Stat. Data Anal., 2008

2007

A mixture of mixture models for a classification problem: The unity measure error.

Marco Di Zio, Ugo Guarnera, Roberto Rocci

Comput. Stat. Data Anal., 2007

Constrained monotone EM algorithms for finite mixture of multivariate Gaussians.

Salvatore Ingrassia, Roberto Rocci

Comput. Stat. Data Anal., 2007

Simultaneous Component and Clustering Models for Three-way Data: Within and Between Approaches.

Maurizio Vichi, Roberto Rocci, Henk A. L. Kiers

J. Classif., 2007

2002

A general maximum likelihood analysis of measurement error in generalized linear models.

Murray Aitkin, Roberto Rocci

Stat. Comput., 2002