Presentations and Authors


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Contributed Papers

Tree-based Semi-supervised Clustering DOC
Claudio Conversano, Giulia Contu, Luca Frigau, Francesco Mola
Analysis of dropout in engineering BSc using logistic mixed-effect models PDF
Luca Fontana, Anna Maria Paganoni
Simultaneous calibrated prediction intervals for time series PDF
Giovanni Fonseca, Federica Giummolè, Paolo Vidoni
Testing the Learning-by-Exporting at Micro-Level in light of influence of “Statistical Issues†and Macroeconomic Factors PDF
Marzia Freo, Maria Ferrante
Comparison of exact and approximate simultaneous confidence regions in nonlinear regression models PDF
Claudia Furlan, Cinzia Mortarino
Approximate Bayesian Computation for Forecasting in Hydrological models PDF
jonathan Romero, Antonino Abbruzzo, Giada Adelfio, Félix Francés
Well-being indices: what about Italian scenario? PDF
silvia facchinetti
Monitoring event attendance using a combination of traditional and advanced surveying tools PDF
Mauro Ferrante, Amit Birenboim, Anna Maria Milito, Stefano De Cantis
Simultaneous unsupervised and supervised classification modeling for clustering, model selection and dimensionality reduction PDF
Mario Fordellone, Maurizio Vichi
On the aberrations of two-level Orthogonal Arrays with removed runs PDF
roberto fontana, fabio rapallo
Nonparametric penalized likelihood for density estimation PDF
Federico Ferraccioli
Quantile Regression Coefficients Modeling: a Penalized Approach PDF
Gianluca Sottile, Paolo Frumento, Matteo Bottai
SMALL AREA ESTIMATION OF INEQUALITY MEASURES PDF
MARIA ROSARIA FERRANTE, SILVIA PACEI
Assessment of the INLA approach on gerarchic bayesian models for the spatial disease distribution: a real data application PDF
Paolo Girardi, Emanuela Bovo, Carmen Stocco, Susanna Baracco, Alberto Rosano, Daniele Monetti, Silvia Rizzato, Sara Zamberlan, Enrico Chinellato, Ugo Fedeli, Massimo Rugge
Design-based exploitation of big data by a doubly calibrated estimator PDF
Maria Michela Dickson, Giuseppe Espa, Lorenzo Fattorini
Additive Bayesian networks for an epidemiological analysis of swine diseases PDF
Marta Pittavino, Reinhard Furrer
Camel or dromedary? A study of the equilibrium distribution of income in the EU countries. PDF
Lisa Crosato, Camilla Ferretti, Piero Ganugi
Wages differentials in association with individuals, enterprises and territorial characteristics PDF
Stefano De Santis, Cristina Freguja, Alessandra Masi, Nicoletta Pannuzi, Francesco Giovanni Truglia
Modelling the effect of covariates for unbiased estimates in ecological inference methods PDF
Venera Tomaselli, Antonio Forcina, Michela Gnaldi
Benefits of the Erasmus mobility experience: a discrete latent variable analysis PDF
silvia bacci, valeria caviezel, anna maria falzoni
Using web scraping techniques to derive co-authorship data: insights from a case study PDF
Domenico De Stefano, Vittorio Fuccella, Maria Prosperina Vitale, Susanna Zaccarin
Species richness estimation exploiting purposive lists: A proposal DOC
Alessandro Chiarucci, Rosa Maria Di Biase, Lorenzo Fattorini, Marzia Marcheselli, Caterina Pisani
Knowledge Flows and Innovative Performance: Evidence from Italian firms PDF
Martina Aronica, Giuseppe De Luca, Giorgio Fazio, Davide Piacentino

Poster

Sovereign co-risk measures in the Euro Area PDF
silvia facchinetti
A methodological approach to the environmental Umbria data DOC
Marta Bosi, Monica Franzese, Cristiano Trani, Sandra Verduci
Estimating the number of unseen species under heavy tails PDF
Marco Battiston, Federico Camerlenghi, Emanuele Dolera, Stefano Favaro

Advances in Discrete Latent Variable Modeling (Solicited)

A joint model for longitudinal and survival data based on a continuous-time hidden Markov model PDF
Alessio Farcomeni, Francesco Bartolucci
Modelling the latent class structure of multiple Likert items: a paired comparison approach PDF
Brian J Francis

Dimensional reduction techniques for Big Data Analysis (Solicited)

Clustering Data Streams via Functional Data Analysis: a Comparison between Hierarchical Clustering and K-means Approaches PDF
Fabrizio Maturo, Francesco Fortuna, Tonio Di Battista

Emerging and re-emerging threats from infections: global diffusion models and policy perspectives (Specialized)

Refining the characterization of the Sanofi Pasteur dengue vaccine’s efficacy profile using machine learning DOC
Ilaria Dorigatti, Christl A Donnelly, Daniel J Laydon, Robert Small, Nicholas Jackson, Laurent Coudeville, Neil Ferguson

Environmental processes, human activities and their interactions (Solicited)

A Bayesian S-FAVAR model to Estimate the Short-Term Health Effects of Air Pollution on Human Health PDF
Pasquale Valentini, Lara Fontanella, Luigi Ippoliti

Innovations in Census and in Social Surveys (Solicited)

The New Population Census Strategy: from Tradition to Innovation PDF
Matteo Mazziotta, Stefano Falorsi

New perspectives in supervised and unsupervised classification (Solicited)

Tree-based Semi-supervised Clustering DOC
Claudio Conversano, Giulia Contu, Luca Frigau, Francesco Mola

Some topics in Statistics and Data Science (Specialized)

Reconstructing the topography of multidimensional probability landscapes E PDF
Michele Allegra, Maria d'Errico, Elena Facco, Alessandro Laio, Alex Rodriguez

Pursuing the sustainable development goals: inequality and territorial distribution of socio-ec well-being (Solicited)

Statistics and innovations for measuring Sustainable Development Goals: challenges, opportunities and progress DOC
angela ferruzza, paola ungaro, barbara baldazzi, giovanna tagliacozzo, luigi costanzo

Quantile and generalized quantile methods (Solicited)

Parametric Modeling of Quantile Regression Coefficient Functions PDF
Paolo Frumento, Matteo Bottai

Recent advances in model-based clustering (Specialized)

A Comparison of Model-Based and Fuzzy Clustering Methods PDF
Marco Alfò, Maria Brigida Ferraro, Paolo Giordani, Luca Scrucca, Alessio Serafini

Recent Advances on Extreme Value Theory (Solicited)

Record Events of Dependent Sequences ZIP
Amir Khorrami Chokami, Michael Falk, Simone Padoan
Generalized Pareto Copulas: A Key to Multivariate Extremes PDF
Michael Falk, Simone Padoan

Spatial Functional Data Analysis (Solicited)

Constructing priors for functional linear regression models
Maria Franco Villoria, Massimo Ventrucci, Haavard Rue
A Spatio-Temporal Mixture Model for Urban Crimes ZIP
ANGELA FERRETTI, LUIGI IPPOLITI, PASQUALE VALENTINI

Statistics and indicators for the analysis of the economic competitiveness of the business system (Specialized)

The information of the territorial register for the analysis of spatial distribution DOC
Alessandro Faramondi

Statistical modelling of Big Spatial Data (Specialized)

Multivariate statistical emulators for city-level air quality management
Francesco Finazzi, Yoana Borisova, Marian E Scott, Alan Hills, Michela Cameletti

Supporting regional policies through small area statistical methods (Solicited)

Integration of socio-economic data for the estimation of indicators at the municipal level DOC
Michele DAlo, Alessio Guandalini, Andrea Fasulo, Solari Fabrizio
Robust and model-assisted small area estimation methods: an application to the Banca d'Italia Survey of Industrial and Service Firms DOC
Enrico Fabrizi

The role of statisticians in understanding global climate dynamics (Plenary)

Statistical modelling of atmospheric radiosoundings PDF
Alessandro Fasso'


SIS 2021 - 50th Scientific meeting of the Italian Statistical Society