Pubblicazioni

Mixture models for simultaneous classification and reduction of three-way data

2024 - COMPUTATIONAL STATISTICS

Rocci, Roberto; Vichi, Maurizio; Ranalli, Monia

Fuzzy and Model Based Clustering Methods: Can We Fruitfully Compare Them?

2023 - Models for Data Analysis

Serafini, Alessio; Scrucca, Luca; Alfo', Marco; Giordani, Paolo; Ferraro, MARIA BRIGIDA

Mixture models and poverty measurement

2023 - Research Handbook On Measuring Poverty And Deprivation

Anderson, Gordon; Pittau, Grazia; Zelli, Roberto

Evaluation of Language Training Programs in Luxembourg using Principal Stratification

2022 - OBSERVATIONAL STUDIES

Bia, Michela; flores-lagunes, Alfonso; Mercatanti, Andrea

A Mean Field Games model for finite mixtures of Bernoulli and categorical distributions

2021 - JOURNAL OF DYNAMICS AND GAMES

Aquilanti, Laura; Cacace, Simone; Camilli, Fabio; De Maio, Raul

Semi-constrained model-based clustering of mixed-type data using a composite likelihood approach

2021 - CLADAG 2021 BOOK OF ABSTRACTS AND SHORT PAPERS : 13th Scientific Meeting of the Classification and Data Analysis Group Firenze, September 9-11, 2021

Rocci, Roberto; Ranalli, Monia

A Comparison Between Methods to Cluster Mixed-Type Data: Gaussian Mixtures Versus Gower Distance

2021 - Studies in Classification, Data Analysis, and Knowledge Organization

Ranalli, M.; Rocci, R.

Mixture of factor analyzers for mixed-type data via a composite likelihood approach

2021 - Models and Learning for Clustering and Classification

Ranalli, Monia; Rocci, Roberto

PLMIX: An R package for modelling and clustering partially ranked data

2020 - JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

Mollica, Cristina; Tardella, Luca

ABC model choice via mixture weights estimation

2020 - Book of short Papers SIS 2020

Caruso, Gianmarco; Tardella, Luca; Robert, Christian P.

On a loss-based prior for the number of components in mixture models

2020 - STATISTICS & PROBABILITY LETTERS

Liseo, Brunero; Villa, Cristiano; Grazian, Clara

Probabilistic record linkage with less than three matching variables

2020 - Book of short Papers - SIS 2020

Tuoto, Tiziana; Fortini, Marco

Experience in public goods experiments

2019 - THEORY AND DECISION

Conte, Anna; vittoria levati, Maria; Montinari, Natalia

Feasibility of water content-based dielectric characterisation of biological tissues using mixture models

2019 - IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION

Balduino, R.; Mcdermott, B.; Porter, E.; Elahi, M. A.; Shahzad, A.; O'Halloran, M.; Cavagnaro, M.

AN INDSCAL BASED MIXTURE MODEL TO CLUSTER MIXED-TYPE OF DATA

2019 - CLADAG 2019 - Book of short papers

ROCCI, Roberto; RANALLI, MONIA

Bayesian Plackett--Luce Mixture Models for Partially Ranked Data

2017 - PSYCHOMETRIKA

Tardella, Luca; Mollica, C.

Penalized estimation in latent Markov models, with application to monitoring serum calcium levels in end-stage kidney insufficiency

2017 - BIOMETRICAL JOURNAL

Farcomeni, Alessio

A Model-Based Approach to Simultaneous Clustering and Dimensional Reduction of Ordinal Data

2017 - PSYCHOMETRIKA

Ranalli, M.; Rocci, R.

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

2017 - COMPUTATIONAL STATISTICS & DATA ANALYSIS

Ranalli, M.; Rocci, R.

Evidence of convergence clubs using mixture models

2016 - ECONOMETRIC REVIEWS

Pittau, Maria Grazia; Zelli, Roberto; Massari, Riccardo

Assessing the convergence and mobility of nations without artificially specified class boundaries

2016 - JOURNAL OF ECONOMIC GROWTH

Anderson, Gordon; Pittau, Maria Grazia; Zelli, Roberto

EPLMIX: Extended Plackett-Luce models for modeling and clustering ranking data in R

2016 - CFE-CMStatistics 2016 Programmes and Abstracts

Mollica, Cristina; Tardella, Luca

On learning mixture models for permutations

2015 - Proceedings of the 2015 Conference on Innovations in Theoretical Computer Science

Chierichetti, Flavio; A., Dasgupta; R., Kumar; S., Lattanzi