Publications

Visualization of model-mased clustering structures (2007). CLADAG 2007, Book of Short papers (editors Zani S. e Cerioli A.), pp. 509-512. Sixth scientific meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, Macerata 12-14 September 2007.

Class prediction and gene selection for DNA microarrays using sliced inverse regression (2007). Computational Statistics & Data Analysis, Vol. 52, pp. 438-451.

Competing risks analysis using R: an easy guide for clinicians (in collaboration with Antonella Santucci and Franco Aversa, Hematology and Clinical Immunology Section, Department of Clinical and Experimental Medicine, University of Perugia, Perugia, Italy) Bone Marrow Transplantation (2007) 40, 381-387.

Subset selection in dimension reduction methods (2006). Quaderni del Dipartimento di Economia, Finanza e Statistica, Università degli Studi di Perugia, n. 23, Settembre 2006.

Regularized sliced inverse regression with applications in classification (2006). In Data Analysis, Classification and the Forward Search, editors Zani S., Cerioli A., Riani M., Vichi M., Berlin, Springer-Verlag, pp. 59-66.

Dimension reduction and visualization for model-based clustering. COMPSTAT 2006, Book of abstracts, 17th Symposium of IASC on Computational Statistics, Rome, 28 Agust - 1 September 2006.

Polychlorobiphenyl (18 congeners) in mussels from middle adriatic sea (2006) (in collaboration with Piersanti A., Galarini R., Tavoloni T., Istituto Zooprofilattico Sperimentale dell'Umbria e delle Marche, Perugia). Proceedings of 26th International Symposium on Halogenated Persistent Organic Pollutants - DIOXIN 2006, Oslo, 21-25 Agosto 2006, pp. 1951-1954.

Clustering multivariate spatial data based on local measures of spatial autocorrelation. An application to the labour market of Umbria (2005). Quaderni del Dipartimento di Economia, Finanza e Statistica, Università degli Studi di Perugia, n. 20, Ottobre 2005.

Regularized sliced inverse regression with applications in classification (2005). CLADAG 2005, Book of Short papers (editors Zani S. e Cerioli A.), pp. 509-512. Fifth scientific meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, Parma 6-8 June 2005.

La metodologia utilizzata per l'identificazione di aggregazioni sub-regionali omogenee (2005), in ``Verso una rilettura dei sistemi locali dell'Umbria: prime applicazioni di una nuova metodologia di clusterizzazione'', Quaderni PRASSI - Agenzia Umbria Ricerche, Cap. 2.

Class prediction and gene selection for DNA microarrays using sliced inverse regression. Proceedings of the 19th International Workshop on Statistical Modelling (IWSM 2004), Firenze, 4-8 July 2004, pp. 259-263.

L'identificazione dei distretti industriali e delle aree di sviluppo economico omogenee e/o integrate (2004), Rivista dell'Agenzia Umbria Ricerche, Vol. 1, pp. 71-90.

qcc: an R package for quality control charting and statistical process control, R News, The Newsletter of the R Project, Vol. 4/1, June 2004, 11-17.
[http://cran.r-project.org/doc/Rnews]

A Simulation Study to Investigate the Behavior of the Log-density Ratio Under Normality (2004) (in collaborazione con Sanford Weisberg, University of Minnesota). Communications in Statistics (simulation and computation), Vol. 33(1), 159-178.

Aree di sviluppo omogenee e/o integrate. Approcci e metodologie (2003) Paper dell'Agenzia Umbria Ricerche, Collana: sviluppo e locale, n. 8, pp. 1-47.

On a test procedure for assessing a parametric approximation to a nonlinear term in semiparametric models (2003). Proceedings ISI 2003 - International Statistical Institute, Contributed Papers, Vol. LX, Book 2, pp. 397-398.

Prevalence of Carotid Stenosis in Type 2 Diabetic Patients Asymptomatic for Cerebrovascular Disease (2003) (in collaborazione con M. De Angelis, et all.). Diabetes, Nutrition & Metabolism, Vol. 16(1), 48-55.

Graphics for Studying Logistic Regression Models (2002). Statistical Methods & Applications, Vol. 11(3), 371-394.

Robust Sliced Inverse Regression and Outliers Detection. Euroworkshop on Statistical Modelling Model Building and Evaluation, Bernried, Germany, Oct 31-Nov 3 2002.

Visualizing the correlation coefficient (Il coefficiente di correlazione: una sua rappresentazione grafica) (in collaboration with G.C. Porzio, Università degli Studi di Cassino). SIS2002, XLI Riunione Scientifica della Società Italiana di Statistica, Milano, 5-7 Giugno, 2002.

Model Coverage, Forward Searching and Multiple Outlier Detection (in collaborazione con D. Attygalle e B. Francis, Lancaster University). 17th International Workshop on Statistical Modelling. Crete, Greece, 8-12 July, 2002.

Understanding Influential Observations in Regression Estimation of Finite Population Means Using Graphs (in collaborazione con M.G. Ranalli, Università degli Studi di Perugia). Short communication, COMPSTAT 2002, Conference for Computational Statistics. Berlin, Germany, 24-28 August 2002.

Visualizing and Assessing Partial Correlation Coefficients through Added Variable Plots. Atti del Convegno SCO2001, Modelli Complessi e Metodi Computazionali Intensivi per la Stima e la Previsione, Bressanone, 24-26 Settembre 2001, a cura di C. Provasi (2001), Cleup Editrice, Padova.

Nonparametric Kernel Smoothing Methods. The sm library for Xlisp-Stat (2001). Journal of Statistical Software, Vol. 6.
[http://www.jstatsoft.org/v06/i07]

A Review and Computer Code for Assessing the Structural Dimension of a Regression Model: Uncorrelated 2D Views (2001). Computational Statistics & Data Analysis, Vol. 36(2), pp. 163-177.

Assessing Multivariate Normality through Interactive Dynamic Graphics (2000). Quaderni di Statistica, 2, pp. 221-240.

Dynamic Probability Plot for Assessing Multivariate Normality. Proceedings of SCO99, Modelli Complessi e Metodi Computazionali Intensivi per la Stima e la Previsione, Venezia, 27-29 Settembre 1999, pp. 122-129.

I sondaggi elettorali nella recente esperienza italiana. Induzioni, n. 12, gennaio-giugno 1996.