Angela Montanari

Pubblicazioni recenti:

• A. Montanari and C. Viroli (2011), Maximum likelihood estimation of Mixture of Factor Analyzers, Computational Statistics and Data Analysis, 55, 2712-2723.

• A. Montanari and C. Viroli (2011), Dimensionally reduced mixtures of regression models, Journal of Statistical Planning and Inference, 141, 1744-1752.

• A. Montanari and C. Viroli (2010), The Independent Factor Analysis approach to latent variable modeling, Statistics, A Journal of Theoretical and Applied Statistics, 44, 397-416.

• A. Montanari and C. Viroli (2010), Heteroscedastic Factor Mixture Analysis, Statistical Modelling, 10(4), 441-460. 

• A. Montanari and C. Viroli (2010), A skew-normal factor model for the analysis of student satisfaction towards university courses, Journal of Applied Statistics, 43, 473-487. 

• A. Montanari (2010), ... Back to the future, Statistica, vol. 4, pp. 400-402.

• G. Galimberti, A. Montanari and C. Viroli (2009), Penalized Factor Mixture Analysis for Variable Selection in Clustered Data, Computational Statistics & Data Analysis, 53, 4301-4310. 

• A. Montanari, D.G. Calò and C. Viroli (2008), Independent Factor Discriminant Analysis, Computational Statistics & Data Analysis, vol. 52, 3246-3254. 

• Montanari A. (2007), Classification by mixture and latent variable models,
  Classification and Data Analysis, 2007 - Book of Short Papers. Meeting of the Classification and Data Analysis Group of the Italian Statistical Society. Macerata. 12-14 Settembre 2007. (pp. 37 - 42). 

• Endrizzi I., Pirretti G., Gasperi F., Calò D. G., Montanari A., Gallerani G., (2007), Consumer test in serie per la messa a punto di succhi di nuova formulazione. Ingredienti alimentari, vol. 35, pp. 6-8

• M. Costa; G. Galimberti; A. Montanari. (2006), Binary segmentation methods based on Gini Index: a new approach to the multidensional analysis of income inequalities, Statistica & Applicazioni, vol. IV numero speciale 1, pp. 19 - 37. 

• Montanari A., Viroli C. (2006), Asymptotic standard errors in Independent Factor Analysis,
  In ALFREDO RIZZI, MAURIZIO VICHI. COMPSTAT 2006, Proceedings in Computational Statistics. 17th Symposium of IASC. Rome. August 28 - September 1. (pp. 729 - 736). 

• Endrizzi I., Framondino G., Gallerani G., Ciaghi R., Calò D.G., Montanari A., Gasperi F. (2006), Verso una nuova linea di succhi ad elevato potere salutistico. Ingredienti alimentari, pp. 11 - 17 

• Montanari A., Viroli. C. (2006), Dimensionally reduced mixtures of regression models,
  In V. ESPOSITO VINZI, C. LAURO, A. BRAVERMAN, H.A. KIERS, M.G. SCHIMEK. Knowledge Extraction and Modelling. IASC - INTERFACE - IFCS workshop. Anacapri, Italy. 

• D.G. Calò, A. Montanari, C. Viroli. (2006), Model-based Density Estimation by Independent Factor Analysis, From Data and Information Analysis to Knowledge Engineering, Studies in Classification, Data Analysis, and Knowledge Organization. 29th Annual Conference of the Gesellschaft für Klassifikation. Magdeburg. March 9-11, 2005. (pp. 166 - 173). 

• A. Montanari, M. Pillati, E. Massimiliani. (2005),  Metodi non lineari di riduzione delle dimensioni per l'analisi della soddisfazione degli utenti di servizi sanitari, Valutazione e customer satisfaction per la qualità dei servizi. ROMA: Centro Stampa d'Ateneo - Università La Sapienza (ITALY). (pp. 131-134).

• Montanari A., Caló, D.G. and Viroli C. (2005), Independent Factor Discriminant Analysis, Prooceedings of Applied Stochastic Models and Data Analysis, Brest, France, 569-576

• Baili P., Micheli A. , Montanari A. and Capocaccia R. (2005), Comparison of four methods for estimating complete life tables from abridged life tables using mortality data supplied to EUROCARE-3, Mathematical Population Studies, Volume 12 No. 4 Pages 183 – 198. 

• Montanari A. (2004), Il problema della stima da Herzel a Efron: l'evoluzione del principio di campionamento, Statistica, 64(2), pp. 261-266

• Montanari A. (2004), Linear discriminant analysis and transvariation , Journal of Classification, 21(1), 71-88

• Zauli Sajani S., Scotto F., Lauriola P., Galassi F. and Montanari A., (2004), Urban Air Pollution Monitoring and Correlation Properties between Fixed-site Stations, Journal of the Air & Waste Management Association, 54, 1236-1241

• Monari P. and Montanari A. (2003), Corrado Gini and multivariate statistical analysis: the (so far) missing link, in M. Schader, W.Gaul, M. Vichi, Between data science and applied data analysis Studies in Classification, Data Analysis and Knowledge Organization, Springer-Verlag Berlin, Heidelberg, 321-328  

• Galimberti G. and Montanari A. (2002) Recursive partitioning methods for longitudinal data with time-dependent covariates, Atti della XLI Riunione Scientifica della Società Italiana di Statistica, Milano, 419-412 

• Galimberti G. and Montanari A. (2002) Regression trees for longitudinal data with time-dependent covariates, in K.Jajuga, A.Sokolowski and H.H. Bock (eds): Classification, Clustering and Data Analysis – Recent Advances and Applications. Studies in Classification, Data Analysis and Knowledge Organization, Springer-Verlag Berlin, Heidelberg, 391-398  

• Montanari A. and Lizzani L. (2001) A projection pursuit approach to variable selection, Computational Statistics and Data Analysis, Vol. 35(4), 463-473

• Montanari A. and Galimberti G. (2001) Recursive partitioning methods and survuival analysis: a proposal for the study of time dependent covariates with incomplete information, Atti del Convegno Modelli complessi e metodi computazionali intensivi per la stima e la previsione (SCO2001), Cluep, Padova, 343-348   

• Montanari A., Miglio R. and Bordini B. (2000), Fasi lunari e ciclo fecondo femminile: uno studio statistico, Statistica, 60(4), 713-722

• Montanari A. and Calo' D.G. (1999), An empirical discrimination algorithm based on projection pursuit density estimation in Classification and Data Analysis (Theory and Application) (editors: M.Vichi, O. Opitz), pp. 97-104 Springer-Verlag, Berlin

• Montanari A. and Soffritti G. (1999) Analysing dissimilarities through multigraphs in Classification and Data Analysis (Theory and Application) (editors M.Vichi, O.Opitz), pp. 147-154, Springer-Verlag, Berlin

• Monari P. and Montanari A. (1998) Length of cycles and their variability Genus, 1998(3-4), n. , pp. 95-118 

• Montanari A. and Lizzani L. (1998) Projection pursuit and departure from unimodality Metron, LVI (1-2), pp. 139-153

• Montanari A. and Calo' D.G. (1998) Two group linear discrimination based on transvariation measures in Advances in Data Science and Classification (editors Rizzi A., Vichi M., Bock H.H.), pp. 251-256 Springer-Verlag, Berlino
  

Libri:

• Montanari A.
  Il metodo projection pursuit. Uno strumento per l'analisi dei dati multidimensionali
  Clueb, Bologna, 1999

• Montanari A., Agati P. and Calo' D.G.
  Statistica con esercizi commentati e risolti
  Masson, Milano, 1998

• Mignani S., Montanari A.
  Appunti di analisi statistica multivariata, Esculapio, 1997