Foto del docente

Cinzia Viroli

Full Professor

Department of Statistical Sciences "Paolo Fortunati"

Academic discipline: STAT-01/A Statistics

Publications

A. Montanari; C. Viroli, Dimensionally reduced mixtures of regression models, «JOURNAL OF STATISTICAL PLANNING AND INFERENCE», 2011, 141, pp. 1744 - 1752 [Scientific article]

C. Viroli, FactMixtAnalysis: Factor Mixture Analysis with covariates, 2011. [Software]

C. Viroli, Finite mixtures of matrix normal distributions for classifying three-way data, «STATISTICS AND COMPUTING», 2011, 21, pp. 511 - 522 [Scientific article]

A. Montanari; C. Viroli, Maximum likelihood estimation of mixtures of factor analyzers, «COMPUTATIONAL STATISTICS & DATA ANALYSIS», 2011, 55, pp. 2712 - 2723 [Scientific article]

C. Viroli, Model based clustering for three-way data structures, «BAYESIAN ANALYSIS», 2011, 6, pp. 573 - 602 [Scientific article]

Daniela G. Calò; Cinzia Viroli, A dimensionally reduced finite mixture model for multilevel data, «JOURNAL OF MULTIVARIATE ANALYSIS», 2010, 101, pp. 2543 - 2553 [Scientific article]

Angela Montanari; Cinzia Viroli, A skew-normal factor model for the analysis of student satisfaction towards university courses, «JOURNAL OF APPLIED STATISTICS», 2010, 37, pp. 473 - 487 [Scientific article]

Cinzia Viroli, Classifying three-way data through Matrix-Normal Mixtures, in: Proceedings of the 45th Scientific Meeting of the Italian Statistical Society, s.l, s.n, 2010, pp. 1 - 8 (atti di: SIS 2010, Padova, June 16 - June 18, 2010.) [Contribution to conference proceedings]

C. Viroli, Dimensionally Reduced Model-Based Clustering Through Mixtures of Factor Mixture Analyzers, «JOURNAL OF CLASSIFICATION», 2010, 27, pp. 363 - 388 [Scientific article]

A. Montanari; C. Viroli, Heteroscedastic Factor Mixture Analysis, «STATISTICAL MODELLING», 2010, 10, pp. 441 - 460 [Scientific article]

C. Viroli, On Mixtures of Factor Mixture Analyzers, in: COMPSTAT 2010 - Book of Abstracts, PARIS, Conservatoire National des Arts et Metiers (CNAM), 2010, pp. 172 - 172 (atti di: 19th International Conference on Computational Statistics, Paris - France, August 22-27, 2010) [Abstract]

A. Montanari; C. Viroli, The independent factor analysis approach to latent variable modelling, «STATISTICS», 2010, 44, pp. 397 - 416 [Scientific article]

D.G. Calò; C. Viroli, A finite mixture model for multilevel data, in: SALVATORE INGRASSIA AND ROBERTO ROCCI, Book of Short Papers 7° Meeting of the Classification and Data Analysis Group of the Italian Statistical Society, PADOVA, CLEUP, 2009, pp. 91 - 94 (atti di: CLADAG 2009, Catania, September 9-11, 2009) [Abstract]

A. Montanari; C. Viroli, A simulation study for evaluating the clustering performance of Factor Mixture Analysis with covariates, in: S.M. ERMAKOV, V.B MELAS AND A.N. PEPELYSHEV, Proceedings of the 6th St. Petersburg Workshop on Simulation, ST. PETERSBURG, VVM com. Ltd., 2009, I, pp. 488 - 493 (atti di: 6th St. Petersburg Workshop on Simulation, St. Peterburg, June 28 - July 4) [Contribution to conference proceedings]

C. Viroli, Bayesian inference in non-Gaussian factor analysis, «STATISTICS AND COMPUTING», 2009, 19, pp. 451 - 463 [Scientific article]

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