Presentations and Authors


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Contributed Papers

Tree-based Semi-supervised Clustering DOC
Claudio Conversano, Giulia Contu, Luca Frigau, Francesco Mola
On the estimation of epidemiological parameters from serological survey data using Bayesian mixture modelling DOC
Emanuele Del Fava, Piero Manfredi, Ziv Shkedy
Non-communicable diseases, socio-economic status, lifestyle and well-being in Italy: An additive Bayesian network model PDF
Laura Maniscalco, Domenica Matranga
Intentions to leave Italy or to stay among foreigners: what factors for different migration projects? PDF
Paola Muccitelli, Ginevra Di Giorgio, Francesca Dota, Daniele Spizzichino
Is retirement bad for health? A matching approach PDF
Elena Pirani, Marina Ballerini, Alessandra Mattei, Gustavo De Santis
The emergency department utilisation among the immigrant population resident in Rome from 2005 to 2015 DOC
Eleonora Trappolini, Laura Cacciani, Claudia Marino, Cristina Giudici, Nera Agabiti, Marina Davoli
Detection of damage in civil engineering structure by PCA on environmental vibration data DOC
Gianna Agrò, Valentina Carlisi, Roberta Mantione
Statistical matching by Bayesian Networks PDF
Daniela Marella, Paola Vicard, Vincenzina Vitale
Comparison of exact and approximate simultaneous confidence regions in nonlinear regression models PDF
Claudia Furlan, Cinzia Mortarino
Using Almost-Dynamic Bayesian Networks to Represent Uncertainty in Complex Epidemiological Models: a Proposal PDF
Sabina Marchetti
Monitoring event attendance using a combination of traditional and advanced surveying tools PDF
Mauro Ferrante, Amit Birenboim, Anna Maria Milito, Stefano De Cantis
Regression modeling via latent predictors PDF
Francesca Martella, Donatella Vicari
How can we compare rankings that are expected to be similar? An example based on composite well being indicators. PDF
Silvia Terzi, Luca Moroni
Unsupervised clustering of Italian schools via non-parametric multilevel models PDF
Chiara Masci, Francesca Ieva, Anna Maria Paganoni
Cultural Participation in the digital Age in Europe: a multilevel cross-national analysis DOC
Isabella Mingo, Laura Bocci
Forecasting energy price volatilities and comovements with fractionally integrated MGARCH models PDF
Malvina Marchese, Francesca Di Iorio
An extension of the glasso estimator to multivariate censored data PDF
Antonino Abbruzzo, Luigi Augugliaro, Angelo Mineo
Posterior Predictive Assessment for Item Response Theory Models: A Proposal Based on the Hellinger Distance PDF
Mariagiulia Matteucci, Stefania Mignani
On the choice of an appropriate bandwidth for modal clustering PDF
Alessandro Casa, Josè Chacón, Giovanna Menardi
dgLARS method for relative risk regression models PDF
Luigi Augugliaro, Angelo Mineo
Dealing with Data Evolution and Data Integration: An approach using Rarefaction ZIP
Luca Del Core, Eugenio Montini, Clelia Di Serio, Andrea Calabria
On the estimation of high-dimensional regression models with binary covariates PDF
Valentina Mameli, Debora Slanzi, Irene Poli
Bootstrap ClustGeo with spatial constraints PDF
veronica Distefano, Valentina Mameli, Fabio Della Marra
A simulation study on the use of response-adaptive randomized designs PDF
Anna Maria Paganoni, Andrea Ghiglietti, Maria Giovanna Scarale, Rosalba Miceli, Francesca Ieva, Luigi Mariani, Cecilia Gavazzi, Valeria Edefonti
A multivariate extension of the joint models PDF
Marcella Mazzoleni, Mariangela Zenga
A functional regression control chart for profile monitoring PDF
Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini
Rethinking the Kolmogorov-Smirnov Test of Goodness of Fit in a Compositional Way PDF
Gianna Monti
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
Hidden Markov Models for disease progression PDF
Andrea Martino, Andrea Ghiglietti, Giuseppina Guatteri, Anna Maria Paganoni
Node-specific effects in latent space modelling of multidimensional networks PDF
Silvia D'Angelo, Marco Alfò, Thomas Brendan Murphy
Robust statistical methods for credit risk PDF
Aldo Corbellini, Alessandro Ghiretti, Gianluca Morelli, Andrea Talignani
On Bayesian high-dimensional regression with binary predictors: a simulation study ZIP
Debora Slanzi, Valentina Mameli, Irene Poli
The determinants of tourism destination competitiveness in 2006-2016: a partial least square path modelling approach PDF
Alessandro Magrini, Laura Grassini
Monetary poverty indicators at local level: evaluating the impact of different poverty thresholds PDF
Luigi Biggeri, Caterina Giusti, Stefano Marchetti
Wages differentials in association with individuals, enterprises and territorial characteristics PDF
Stefano De Santis, Cristina Freguja, Alessandra Masi, Nicoletta Pannuzi, Francesco Giovanni Truglia
The evaluation of Formative Tutoring at the University of Padova PDF
Anna Giraldo, Renata Clerici, Lorenza Da Re, Silvia Meggiolaro
How to improve the Quality Assurance System of the Universities: a study based on compositional analysis PDF
Bruno Bertaccini, Michele Gallo, Carlotta Simonacci, Tullio Menini
Measuring the multiple facets of tolerance using survey data. PDF
Caterina Liberati, Riccarda Arianna Longaretti, Alessandra Michelangeli
The NEETs during the economic crisis in Italy, Young NEETs in Italy, Spain and Greece during the economic crisis DOC
Giovanni De Luca, Paolo Mazzocchi, Claudio Quintano, Antonella Rocca
Variational Approximations for Frequentist and Bayesian Inference PDF
Luca Maestrini
Species richness estimation exploiting purposive lists: A proposal DOC
Alessandro Chiarucci, Rosa Maria Di Biase, Lorenzo Fattorini, Marzia Marcheselli, Caterina Pisani
A Latent Class Conjoint Analysis for analysing graduates’ profiles PDF
Andrea Marletta, Paolo Mariani, Lucio Masserini, Mariangela Zenga
On the quality of the hypocenter locations: source of errors and spatial distribution of uncertainties DOC
Antonino D'Alessandro, Carlo Marcocci, Salvatore Scudero

Poster

SPATIAL SEGREGATION OF IMMIGRANT HOUSEHOLDS IN MESSINA DOC
Angelo Mazza, Massimo Mucciardi
An R package for more reliable estimates of Residential Segregation DOC
Angelo Mazza, Antonio Punzo
Multivariate analysis of marine litter abundance through Bayesian space-time models ZIP
crescenza calculli, Alessio Pollice, Letizia Sion, Porzia Maiorano
Power Priors for Bayesian Analysis of Graphical Models of Conditional Independence in Three Way Contingency Tables RAR
AIKATERINI MANTZOUNI

Advances in Discrete Latent Variable Modeling (Solicited)

Dealing with reciprocity in dynamic stochastic block models PDF
Francesco Bartolucci, Maria Francesca Marino, Silvia Pandolfi

Being young and becoming adult in the Third Millennium: definition issues and processes analysis (Specialized)

Parenthood: an advanced step in the transition to adulthood PDF
Antonella Guarneri, Cinzia Castagnaro, Eleonora Meli

Dimensional reduction techniques for Big Data Analysis (Solicited)

A network approach to dimensionality reduction in Text Mining PDF
Michelangelo Misuraca, Germana Scepi, Maria Spano
Clustering Data Streams via Functional Data Analysis: a Comparison between Hierarchical Clustering and K-means Approaches PDF
Fabrizio Maturo, Francesco Fortuna, Tonio Di Battista

Forensic Statistics (Specialized)

Cause of effects: an important evaluation in Forensic Science PDF
Fabio Corradi, Monica Musio

Innovations in Census and in Social Surveys (Solicited)

The New Population Census Strategy: from Tradition to Innovation PDF
Matteo Mazziotta, Stefano Falorsi
Towards more timely census statistics: the new Italian multiannual dissemination programme DOC
Simona Mastroluca, Mariangela Verrascina

Integration surveys and register based statistics: past, present and future (Specialized)

Estimation of wealth on spatially disaggregated levels in Germany based on the Household Finance and Consumption Survey (HFCS) PDF
Timo Schmid, Ann-Kristin Kreutzmann, Philipp Marek, Nicola Salvati

New perspectives in supervised and unsupervised classification (Solicited)

Issues in joint dimension reduction and clustering methods PDF
Michel van de Velden, Alfonso Iodice D'Enza, Angelos Markos
Tree-based Semi-supervised Clustering DOC
Claudio Conversano, Giulia Contu, Luca Frigau, Francesco Mola

Living conditions and a consumption expenditure in time of crises (Solicited)

The financial crisis, food consumption and quality of diets: An international perspective DOC
Tiziana Laureti, Mario Mazzocchi

Methodological approaches to constructing social composite indicators (Solicited)

Model based Indicators for Sustainability
Rosanna Cataldo, Carlo Natale Lauro, Marina Marino, Viktoriia Voytsekhovska
Comparing different aggregating approaches. An application to the Gender equality indicators in Italy at sub-national level
Enrico di Bella, Filomena Maggino, Lucia Leporatti

Missing data handling in complex models (Specialized)

Dependence and sensitivity in regression models for longitudinal responses subject to dropout PDF
Marco Alfò, Maria Francesca Marino
Multilevel analysis of student ratings with missing level-two covariates: a comparison of imputation techniques PDF
Carla Rampichini, Maria Francesca Marino

New challenges in the measurement of economic insecurity, inequality and poverty (Solicited)

Changes in poverty concentration in U.S. urban areas ZIP
Francesco Andreoli, Mauro Mussini

New methods and models for ordinal data (Solicited)

A prototype for the analysis of time use in Italy PDF
Stefania Capecchi, Manuela Michelini
Constrained Extended Plackett-Luce model for the analysis of preference rankings PDF
Cristina Mollica, Luca Tardella

New perspectives in Time Series Analysis (Specialized)

Time dependent time series models: a review DOC
Guy Mélard

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

The systemic view of the SDGs indicators through a statistical model-based approach: an application on Eu countries DOC
Carlo Cavicchia, Filomena Maggino, Maurizio Vichi

New sources, data integration and measurement challenges for estimates on labour market dynamics (Solicited)

How effective are the regional policies in Europe? The role of European Funds DOC
Gennaro Punzo, Mariateresa Ciommi, Gaetano Musella
Labour market condition in Italy during and after the financial crises: a segmented regression analysis approach of interrupted time series DOC
Matilde Bini, Lucio Masserini

Quality of life: definition, measures and policy implications (Specialized)

Challenges, needs and risks in defining wellbeing indicators DOC
Filomena Maggino

Quantile and generalized quantile methods (Solicited)

Modelling the effect of Traffic and Meteorology on Air Pollution with Finite Mixtures of M-quantile Regression Models DOC
Simone Del Sarto, Maria Francesca Marino, Maria Giovanna Ranalli, Nicola Salvati
Three-level M-quantile model for small area poverty mapping PDF
Nicola Salvati, Stefano Marchetti

Recent advances in model-based clustering (Specialized)

Flexible clustering methods for high-dimensional data sets PDF
Cristina Tortora, Paul McNicholas

Spatial Economic Data Analysis (Solicited)

Spatial Weights Matrix Specification: A Fuzzy Logic Exploration DOC
Nooshin Mahmoodi, Roberto Patuelli

Spatial Functional Data Analysis (Solicited)

Object oriented spatial statistics for georeferenced tensor data PDF
Alessandra Menafoglio, Davide Pigoli, Piercesare Secchi

Statistical models for sports data (Solicited)

Big Data Analytics for Modelling Players' Movement in Basketball PDF
rodolfo metulini

Statistical Analysis of Energy Markets (Contributed)

Investment-Uncertainty Relationship in the Oil and Gas Industry DOC
Matteo Manera, Maryam Ahmadi, Mehedi Sadeghzadeh

Statistical modelling of Big Spatial Data (Specialized)

A Hierarchical Multivariate Spatio-Temporal Model for Clustered Climate data with Annual Cycles PDF
Giovanna Jona Lasinio, Gianluca Mastrantonio, Alessio Pollice, Giulia Capotorti, Lorenzo Teodonio, Carlo Blasi
A variance-adaptive proposal for multivariate disease mapping TXT
Miguel Angel Martinez-Beneito, Francisca Corpas-Burgos, Paloma Botella-Rocamora

The second generation at school (Solicited)

Residential Proximity to Attended Schools among Immigrant-Origin Youths in Bologna DOC
Federica Santangelo, Debora Mantovani, Giancarlo Gasperoni

Tourism: destinations, household, firms (Solicited)

The Migration-Led-Tourism Hypothesis for Italy: A Survey. DOC
Carla Massidda, Romano Piras, Ivan Etzo
Tourism attractiveness in Italy. Some empirical evidence comparing origin-destination flows. PDF
Francesca Giambona, Emanuela Dreassi, Alessandro Magrini

What's happening in Africa? (Solicited)

Environmental shocks and internal migration in Tanzania PDF
Elena Pirani, Alessandra Petrucci, Maria Francesca Marino

Reproducibility in biostatistics: from observational studies to sampling strategies (Specialized)

Designing Effective Sampling Strategies in Biomedical Studies: is Selection Bias Always Bad? PDF
Fulvia Mecatti