Roberto Rocci

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 7

Top Topics

Model Selection Criteria

Gaussian Mixture Modeling

Maximum Likelihood

Top Venues

Adv. Data Anal. Classif.

Int. J. Approx. Reason.

Publications

Monia Ranalli, Roberto Rocci
Composite likelihood methods for parsimonious model-based clustering of mixed-type data. Adv. Data Anal. Classif. 18 (2) (2024)
Alessandra Carleo, Roberto Rocci, Maria Sole Staffa
Measuring the Recovery Performance of a Portfolio of NPLs. Comput. 11 (2) (2023)
Roberto Rocci, Stefano Antonio Gattone, Roberto Di Mari
A data driven equivariant approach to constrained Gaussian mixture modeling. Adv. Data Anal. Classif. 12 (2) (2018)
Monia Ranalli, Roberto Rocci
Mixture models for mixed-type data through a composite likelihood approach. Comput. Stat. Data Anal. 110 (2017)
Roberto Di Mari, Roberto Rocci, Stefano Antonio Gattone
Clusterwise linear regression modeling with soft scale constraints. Int. J. Approx. Reason. 91 (2017)
Roberto Di Mari, Roberto Rocci, Stefano Antonio Gattone
Finite Mixture of Linear Regression Models: An Adaptive Constrained Approach to Maximum Likelihood Estimation. SMPS (2016)
Monia Ranalli, Roberto Rocci
Mixture models for ordinal data: a pairwise likelihood approach. Stat. Comput. 26 (1-2) (2016)
Monia Ranalli, Roberto Rocci
Standard and Novel Model Selection Criteria in the Pairwise Likelihood Estimation of a Mixture Model for Ordinal Data. ECDA (2014)
Roberto Rocci, Stefano Antonio Gattone, Maurizio Vichi
-means. J. Classif. 28 (2) (2011)
Salvatore Ingrassia, Roberto Rocci
Degeneracy of the EM algorithm for the MLE of multivariate Gaussian mixtures and dynamic constraints. Comput. Stat. Data Anal. 55 (4) (2011)
Roberto Rocci, Maurizio Vichi
Two-mode multi-partitioning. Comput. Stat. Data Anal. 52 (4) (2008)
Marco Di Zio, Ugo Guarnera, Roberto Rocci
A mixture of mixture models for a classification problem: The unity measure error. Comput. Stat. Data Anal. 51 (5) (2007)
Maurizio Vichi, Roberto Rocci, Henk A. L. Kiers
Simultaneous Component and Clustering Models for Three-way Data: Within and Between Approaches. J. Classif. 24 (1) (2007)
Salvatore Ingrassia, Roberto Rocci
Constrained monotone EM algorithms for finite mixture of multivariate Gaussians. Comput. Stat. Data Anal. 51 (11) (2007)
Murray Aitkin, Roberto Rocci
A general maximum likelihood analysis of measurement error in generalized linear models. Stat. Comput. 12 (2) (2002)