Contributed Papers
| On the estimation of epidemiological parameters from serological survey data using Bayesian mixture modelling | |
| Emanuele Del Fava, Piero Manfredi, Ziv Shkedy |
| Intentions to leave Italy or to stay among foreigners: what factors for different migration projects? | |
| Paola Muccitelli, Ginevra Di Giorgio, Francesca Dota, Daniele Spizzichino |
| Mortality trends in Sardinia 1992-2015: an ecological study | |
| Vanessa Santos Sanchez, Gabriele Ruiu, Marco Breschi, Lucia Pozzi |
| Where the Current Age Structure is Heading | |
| Gustavo De Santis, Giambattista Salinari |
| Multi-State model with nonparametric discrete frailty | |
| Francesca Gasperoni, Francesca Ieva, Anna Maria Paganoni, Chris Jackson, Linda Sharples |
| Posterior distributions with non explicit objective priors | |
| Erlis Ruli, Nicola Sartori, Laura Ventura |
| Bayesian Support Vector Machine Quantile Regression | |
| Andrea Sottosanti, Mauro Bernardi, Emanuele Degani |
| A test for variable importance | |
| Rosaria Simone |
| Tail analysis of a distribution by means of an inequality curve | |
| Emanuele Taufer, Flavio Santi, Giuseppe Espa, Maria Michela Dickson |
| The well-being in the Italian urban areas: a local geographic variation analysis | |
| eugenia nissi, AnnaLina Sarra |
| On the estimation of high-dimensional regression models with binary covariates | |
| Valentina Mameli, Debora Slanzi, Irene Poli |
| University choice and the attractiveness of the study area. Insights from an analysis based on generalized mixed-effect models | |
| Silvia Columbu, Mariano Porcu, Isabella Sulis |
| Modified profile likelihood in models for clustered data with missing values | |
| Claudia Di Caterina, Nicola Sartori |
| A simulation study on the use of response-adaptive randomized designs | |
| Anna Maria Paganoni, Andrea Ghiglietti, Maria Giovanna Scarale, Rosalba Miceli, Francesca Ieva, Luigi Mariani, Cecilia Gavazzi, Valeria Edefonti |
| Quantile Regression Coefficients Modeling: a Penalized Approach | |
| Gianluca Sottile, Paolo Frumento, Matteo Bottai |
| Assessment of the INLA approach on gerarchic bayesian models for the spatial disease distribution: a real data application | |
| Paolo Girardi, Emanuela Bovo, Carmen Stocco, Susanna Baracco, Alberto Rosano, Daniele Monetti, Silvia Rizzato, Sara Zamberlan, Enrico Chinellato, Ugo Fedeli, Massimo Rugge |
| On Bayesian high-dimensional regression with binary predictors: a simulation study | |
| Debora Slanzi, Valentina Mameli, Irene Poli |
| Tourist flows and museum admissions in Italy: an integrated analysis | |
| Francesca Petrei, Lorenzo Cavallo, Maria Teresa Santoro |
| An innovative approach for the GDPR compliance in Big Data era | |
| Vito Santarcangelo |
| How to improve the Quality Assurance System of the Universities: a study based on compositional analysis | |
| Bruno Bertaccini, Michele Gallo, Carlotta Simonacci, Tullio Menini |
| Direct Individual Differences Scaling for Evaluation of Research Quality | |
| Michele Gallo, Nickolay Trendafilov, V Simonacci |
| The climate funds for energy sustainability: a counterfactual analysis | |
| Giuseppe Scandurra, Alfonso Carfora, Monica Ronghi |
| Exploratory GIS Analysis via Spatially Weighted Regression Trees | |
| Carmela Iorio, Giuseppe Pandolfo, Michele Staiano, Roberta Siciliano |
| On the quality of the hypocenter locations: source of errors and spatial distribution of uncertainties | |
| Antonino D'Alessandro, Carlo Marcocci, Salvatore Scudero |
Poster
| Investigating the effect of drugs consumption on survival outcome of Heart Failure patients using joint models: a case study based on regional administrative data. | |
| Marta Spreafico, Francesca Gasperoni, Francesca Ieva |
| Classification of the Aneurisk65 dataset using PCA for partially observed functional data | |
| Marco Stefanucci |
| A distribution curves comparison approach to analyze the university moving students performance | |
| Giovanni Boscaino, Giada Adelfio, Gianluca Sottile |
| Multivariate analysis of marine litter abundance through Bayesian space-time models | |
| crescenza calculli, Alessio Pollice, Letizia Sion, Porzia Maiorano |
| Estimating the implied probabilities in the tennis betting market: A new normalization procedure | |
| Vincenzo Candila, Antonio Scognamillo |
Advanced models and computational methods for data from modern biomedicine (Plenary)
| Precision medicine and personalized networks | |
| Francesco C Stingo |
Aging and elderly people (Solicited)
| Estimation of neighborhood effect on mental health in the elderly using propensity score techniques | |
| Giovanna Boccuzzo, Chiara Papaccio, margherita Silan, morena stroscia |
BDsports - Statistics in sports (Specialized)
| Analysis of the importance of on-field covariates in the German Bundesliga | |
| Gunther Schauberger |
| Zero-inflated ordinal data models with application to sport (in)activity | |
| Maria Iannario, Rosaria Simone |
Complex Spatio-temporal processes and functional data (Solicited)
| Spatial pattern analysis of the Italian sesimic network and seismicity | |
| Antonino D'Alessandro, Marianna Siino, Giada Adelfio, Luca Greco |
| Advanced spatio-temporal point processes for the Sicily seismicity analysis | |
| marianna siino |
Dimensional reduction techniques for Big Data Analysis (Solicited)
| A network approach to dimensionality reduction in Text Mining | |
| Michelangelo Misuraca, Germana Scepi, Maria Spano |
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 | |
| Ilaria Dorigatti, Christl A Donnelly, Daniel J Laydon, Robert Small, Nicholas Jackson, Laurent Coudeville, Neil Ferguson |
Financial Time Series Analysis (Specialized)
| Heterogeneous Component MEM models for forecasting trading volumes | |
| Giuseppe Storti, Antonio Naimoli |
Innovations in Census and in Social Surveys (Solicited)
| Demographic changes, research questions and data needs: issues about migrations | |
| Salvatore Strozza, Giuseppe Gabrielli |
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) | |
| Timo Schmid, Ann-Kristin Kreutzmann, Philipp Marek, Nicola Salvati |
Living conditions and a consumption expenditure in time of crises (Solicited)
| DYNAMICS IN PRICE AND INCOME ELASTICITIES OVER 20 YEARS IN ITALY | |
| SARA CAPACCI, LUCA SECONDI, ILARIA BENEDETTI |
| Material deprivation and household consumption expenditure in Italy during last economic crises | |
| Isabella Siciliani, Ilaria Arigoni |
Monitoring education systems. Insights from large scale assessment surveys (Specialized)
| Insights into survey errors of large scale educational achievement surveys | |
| Sylke V. Schnepf |
New methods and models for ordinal data (Solicited)
| A dissimilarity-based splitting criterion for CUBREMOT | |
| carmela cappelli, Rosaria Simone, Francesca Di Iorio |
| Weighted vs unweighted distance based decision trees for ranking data | |
| Antonella Plaia, Simona Buscemi, Mariangela Sciandra |
Quality of life: definition, measures and policy implications (Specialized)
| Quality of life and gender inequalities after the economic crisis: which priorities for the policy maker? | |
| Linda Laura Sabbadini |
Quantile and generalized quantile methods (Solicited)
| Modelling the effect of Traffic and Meteorology on Air Pollution with Finite Mixtures of M-quantile Regression Models | |
| Simone Del Sarto, Maria Francesca Marino, Maria Giovanna Ranalli, Nicola Salvati |
| Three-level M-quantile model for small area poverty mapping | |
| Nicola Salvati, Stefano Marchetti |
Recent advances in model-based clustering (Specialized)
| A Comparison of Model-Based and Fuzzy Clustering Methods | |
| Marco Alfò, Maria Brigida Ferraro, Paolo Giordani, Luca Scrucca, Alessio Serafini |
Spatial Functional Data Analysis (Solicited)
| Object oriented spatial statistics for georeferenced tensor data | |
| Alessandra Menafoglio, Davide Pigoli, Piercesare Secchi |
Statistical models for sports data (Solicited)
| The study of relationship between financial performance and sports success in Italian Football Championship clubs through the Longitudinal generalized estimating equation models | |
| Pasquale Sarnacchiaro, Anna Crisci, Luigi D'Ambra |
Statistical Analysis of Energy Markets (Contributed)
| Forecasting Value-at-Risk for Model Risk Analysis in Energy Markets | |
| Angelica Gianfreda, Giacomo Scandolo |
| Quantile merit order and network upgrade effects: evidence on Italian wholesale power prices | |
| Alessandro Sapio |
| Investment-Uncertainty Relationship in the Oil and Gas Industry | |
| Matteo Manera, Maryam Ahmadi, Mehedi Sadeghzadeh |
Statistical Modelling (Specialized)
| The GAMLSS models: Past and Future | |
| Mikis Stasinopoulos |
Statistical Modelling for Business Intelligence (Solicited)
| Bayesian Ensemble of Quantile Trees for Sales Prediction | |
| Mauro Bernardi, Paola Stolfi |
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)
| Accounting for measurement error in unit and area-level small area models | |
| Nikos Tzavidis, Timo Schmid, Paul Walter, Natalia Rojas-Perilla, Paul Smith, Jan van den Brakel |
The second generation at school (Solicited)
| Residential Proximity to Attended Schools among Immigrant-Origin Youths in Bologna | |
| Federica Santangelo, Debora Mantovani, Giancarlo Gasperoni |
Statistics for financial risks (Contributed)
| Bayesian Quantile Regression Treed | |
| Mauro Bernardi, Paola Stolfi |
Functional statistics for Spatiotemporal Data (in collaboration with the Royal Statistical Society) (Specialized)
| Visualization and assessment of spatio-temporal covariance properties | |
| Ying Sun |