Foto del docente

Cinzia Viroli

Full Professor

Department of Statistical Sciences "Paolo Fortunati"

Academic discipline: SECS-S/01 Statistics

Publications

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]

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]

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

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

G. Galimberti; A. Montanari; C. Viroli, Penalized factor mixture analysis for variable selection in clustered data, «COMPUTATIONAL STATISTICS & DATA ANALYSIS», 2009, 53, pp. 4301 - 4310 [Scientific article]

D. G. Calò; C. Viroli, Finding Relevant Linear Manifolds in Classification by Gaussian Mixtures, «COMMUNICATIONS IN STATISTICS. THEORY AND METHODS», 2008, 37, pp. 3040 - 3053 [Scientific article]

Montanari A.; Calò D.G.; Viroli C., Independent factor discriminant analysis, «COMPUTATIONAL STATISTICS & DATA ANALYSIS», 2008, 52, pp. 3246 - 3254 [Scientific article]

C. Viroli, Fitting the independent factor analysis model using the MCMC algorithm, «JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION», 2007, 77 (9), pp. 725 - 737 [Scientific article]

Viroli C., Choosing the number of factors in Independent Factor Analysis Model, «METODOLOSKI ZVEZKI», 2005, 2, pp. 219 - 229 [Scientific article]

M. Pillati; C. Viroli, Locally linear embedding for nonlinear dimension reduction in classification problems: an application to gene expression data, «STATISTICA», 2005, 1, pp. 61 - 71 [Scientific article]

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