Contributed Papers
Testing for the Presence of Scale Drift: An Example | |
Michela Battauz |
Robust Reduced K-Means and Factorial K-Means by trimming | |
Luca Greco, Antonio Lucadamo, Pietro Amenta |
Reversibility and (non)linearity in time series | |
Margherita Gerolimetto |
The Transition to Motherhood among British Young Women: Does housing tenure play a role? | |
Valentina Tocchioni, Ann Berrington, Daniele Vignoli, Agnese Vitali |
Tree-based Semi-supervised Clustering | DOC |
Claudio Conversano, Giulia Contu, Luca Frigau, Francesco Mola |
Can a neighbour region influence poverty? A fuzzy and longitudinal approach | |
Gianni Betti |
A longitudinal analysis of the degree of accomplishment of anti-corruption measures by Italian municipalities: a latent Markov approach | |
Simone Del Sarto, Michela Gnaldi, Francesco Bartolucci |
Economic Uncertainty and Fertility: a Meta-Analysis of European Research Findings | DOC |
Giammarco Alderotti, Daniele Vignoli, Michela Baccini |
The impact of economic development on fertility: a complexity approach in a cross-country analysis | DOC |
Niccolò Innocenti, Daniele Vignoli, Luciana Lazzeretti |
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 | |
Laura Maniscalco, Domenica Matranga |
Intentions to leave Italy or to stay among foreigners: what factors for different migration projects? | |
Paola Muccitelli, Ginevra Di Giorgio, Francesca Dota, Daniele Spizzichino |
A note on the effects of human capital policies in Italy during the Great Recession | |
Paolo Di Caro |
The relationship between health care expenditures and time to death: focus on myocardial infarction patients | |
Luca Grassetti, Laura Rizzi |
Weight-based discrimination in the Italian Labor Market: how do ethnicity and gender interact? | DOC |
Giovanni Busetta, Maria Gabriella Campolo, Demetrio Panarello |
Mortality trends in Sardinia 1992-2015: an ecological study | DOC |
Vanessa Santos Sanchez, Gabriele Ruiu, Marco Breschi, Lucia Pozzi |
Where the Current Age Structure is Heading | XML |
Gustavo De Santis, Giambattista Salinari |
Is retirement bad for health? A matching approach | |
Elena Pirani, Marina Ballerini, Alessandra Mattei, Gustavo De Santis |
A gender inequality assessment by means of the Gini index decomposition | |
Michele Costa |
Fertility Drain or Fertility Gain? The Effect of Emigration on Fertility in Italian Municipalities during the Great Recession | DOC |
Nicoletta Balbo |
Analysis of dropout in engineering BSc using logistic mixed-effect models | |
Luca Fontana, Anna Maria Paganoni |
Modelling insurance losses via contaminated unimodal distributions | |
Salvatore Daniele Tomarchio |
Depth-based portfolio selection | |
Giuseppe Pandolfo, Carmela Iorio, Antonio D'Ambrosio |
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 |
Multipurpose optimal designs for hypothesis testing in normal response trials | |
Marco Novelli, Maroussa Zagoraiou |
Indefinite Topological Kernels | ZIP |
Tullia Padellini, Pierpaolo Brutti |
Design-based mapping in environmental surveys | |
Caterina Pisani |
Statistical matching by Bayesian Networks | |
Daniela Marella, Paola Vicard, Vincenzina Vitale |
Multi-State model with nonparametric discrete frailty | |
Francesca Gasperoni, Francesca Ieva, Anna Maria Paganoni, Chris Jackson, Linda Sharples |
Simultaneous calibrated prediction intervals for time series | |
Giovanni Fonseca, Federica Giummolè, Paolo Vidoni |
Heterogeneous effects of subsidies on farms’ performance: a spatial quantile regression analysis | DOC |
Marusca De Castris |
A comparative study of benchmarking procedures for interrater and intrarater agreement studies | |
Amalia Vanacore, Maria Sole Pellegrino |
Testing the Learning-by-Exporting at Micro-Level in light of influence of “Statistical Issues†and Macroeconomic Factors | |
Marzia Freo, Maria Ferrante |
Comparison of exact and approximate simultaneous confidence regions in nonlinear regression models | |
Claudia Furlan, Cinzia Mortarino |
A Probabilistic Cohort-Component Model for Population Forecasting – The Case of Germany | XML |
Patrizio Vanella, Philipp Deschermeier |
A Functional Urn Model for CARA Designs | |
William Rosenberger |
PC Algorithm for Gaussian Copula Data | Untitled |
Vincenzina Vitale, Paola Vicard |
Posterior distributions with non explicit objective priors | |
Erlis Ruli, Nicola Sartori, Laura Ventura |
HPC-accelerated Approximate Bayesian Computation for Biological Science | Untitled |
Ritabrata Dutta |
Using Almost-Dynamic Bayesian Networks to Represent Uncertainty in Complex Epidemiological Models: a Proposal | |
Sabina Marchetti |
Sparse Nonparametric Dynamic Graphical Models | |
Fabrizio Poggioni, Mauro Bernardi, Lea Petrella |
Approximate Bayesian Computation for Forecasting in Hydrological models | |
jonathan Romero, Antonino Abbruzzo, Giada Adelfio, Félix Francés |
Bayesian Support Vector Machine Quantile Regression | |
Andrea Sottosanti, Mauro Bernardi, Emanuele Degani |
A test for variable importance | |
Rosaria Simone |
Well-being indices: what about Italian scenario? | |
silvia facchinetti |
Monitoring event attendance using a combination of traditional and advanced surveying tools | |
Mauro Ferrante, Amit Birenboim, Anna Maria Milito, Stefano De Cantis |
Regression modeling via latent predictors | |
Francesca Martella, Donatella Vicari |
An evaluation of KL-optimum designs to discriminate between rival copula models | |
Silvia Angela Osmetti |
How can we compare rankings that are expected to be similar? An example based on composite well being indicators. | |
Silvia Terzi, Luca Moroni |
Conditional Value-at-Risk: a comparison between quantile regression and copula functions | |
Giovanni De Luca, Giorgia Rivieccio |
Unsupervised clustering of Italian schools via non-parametric multilevel models | |
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 |
Statistical Analysis of Markov Switching DSGE Models | |
Maddalena Cavicchioli |
Forecasting energy price volatilities and comovements with fractionally integrated MGARCH models | |
Malvina Marchese, Francesca Di Iorio |
Testing for independence in analytic inference | |
Pier Luigi Conti, Alberto Di Iorio |
A predictive measure of the additional loss of a non-optimal action under multiple priors | |
Fulvio De Santis, Stefania Gubbiotti |
An extension of the glasso estimator to multivariate censored data | |
Antonino Abbruzzo, Luigi Augugliaro, Angelo Mineo |
Customer Churn prediction based on eXtreme Gradient Boosting classifier | |
Matteo Borrotti |
CONSUMERS' PREFERENCES FOR COFFEE CONSUMPTION: A CHOICE EXPERIMENT INCLUDING ORGANOLEPTIC CHARACTERISTICS AND CHEMICAL ANALYSES | |
ROSSELLA BERNI, NEDKA DECHKOVA NIKIFOROVA, PATRIZIA PINELLI |
Posterior Predictive Assessment for Item Response Theory Models: A Proposal Based on the Hellinger Distance | |
Mariagiulia Matteucci, Stefania Mignani |
Tail analysis of a distribution by means of an inequality curve | |
Emanuele Taufer, Flavio Santi, Giuseppe Espa, Maria Michela Dickson |
Stochastic Dominance for Generalized Parametric Families | DOC |
Tommaso Lando, Lucio Bertoli-Barsotti |
Time-varying long-memory processes | |
Luisa Bisaglia, Matteo Grigoletto |
Functional linear models for the analysis of similarity of waveforms. | |
Francesca Di Salvo, Renata Rotondi, Giovanni Lanzano |
Filtering outliers in time series of electricity prices | |
Ilaria Lucrezia Amerise |
The mobility and the job success of the Sicilian graduates | |
Ornella Giambalvo, Antonella Plaia, Sara Binassi |
The importance of historical linkages in shaping population density across space | |
Ilenia Epifani, Rosella Nicolini |
On the choice of an appropriate bandwidth for modal clustering | |
Alessandro Casa, Josè Chacón, Giovanna Menardi |
Simultaneous unsupervised and supervised classification modeling for clustering, model selection and dimensionality reduction | |
Mario Fordellone, Maurizio Vichi |
The well-being in the Italian urban areas: a local geographic variation analysis | |
eugenia nissi, AnnaLina Sarra |
On the aberrations of two-level Orthogonal Arrays with removed runs | |
roberto fontana, fabio rapallo |
Quality of working life in Italy: findings from Inapp survey | |
PAOLO EMILIO CARDONE |
dgLARS method for relative risk regression models | |
Luigi Augugliaro, Angelo Mineo |
Distance based Depth-Depth classifier for directional data | |
Giuseppe Pandolfo, Giovanni C. Porzio |
An INDCLUS-type model for occasion-specific complementary partitions | DOC |
Laura Bocci, Donatella Vicari |
Dealing with Data Evolution and Data Integration: An approach using Rarefaction | ZIP |
Luca Del Core, Eugenio Montini, Clelia Di Serio, Andrea Calabria |
How robust is the skill score of probabilistic earthquake forecasts? | ZIP |
Alessia Caponera, Maximilian J. Werner |
On the estimation of high-dimensional regression models with binary covariates | |
Valentina Mameli, Debora Slanzi, Irene Poli |
Bootstrap ClustGeo with spatial constraints | |
veronica Distefano, Valentina Mameli, Fabio Della Marra |
Brexit in Italy - Text Mining of Social Media | |
Francesca Greco, Livia Celardo, Leonardo Salvatore Alaimo |
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 |
A Bayesian Mixed Multinomial Logit Model for Partially Microsimulated Data on Labor Supply | |
Cinzia Carota, Consuelo R. Nava |
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 |
A multivariate extension of the joint models | |
Marcella Mazzoleni, Mariangela Zenga |
Measuring Economic Uncertainty: Longitudinal Evidence Using a Latent Transition Model | DOC |
Francesca Giambona, Laura Grassini, Daniele Vignoli |
Worthiness Based Social Scaling | |
Giulio D'Epifanio |
A panel data analysis of Italian hotels | |
Antonio Giusti, Laura Grassini, Alessandro Viviani |
Improved bootstrap simultaneous prediction limits | |
Paolo Vidoni |
Nonparametric penalized likelihood for density estimation | |
Federico Ferraccioli |
Estimating large-scale multivariate local level models with application to stochastic volatility | |
Matteo Maria Pelagatti |
A functional regression control chart for profile monitoring | |
Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini |
Quantile Regression Coefficients Modeling: a Penalized Approach | |
Gianluca Sottile, Paolo Frumento, Matteo Bottai |
Rethinking the Kolmogorov-Smirnov Test of Goodness of Fit in a Compositional Way | |
Gianna Monti |
SMALL AREA ESTIMATION OF INEQUALITY MEASURES | |
MARIA ROSARIA FERRANTE, SILVIA PACEI |
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 |
Design-based exploitation of big data by a doubly calibrated estimator | |
Maria Michela Dickson, Giuseppe Espa, Lorenzo Fattorini |
Additive Bayesian networks for an epidemiological analysis of swine diseases | |
Marta Pittavino, Reinhard Furrer |
Bayesian Dynamic Tensor Regression models | |
Matteo Iacopini, Monica Billio, Roberto Casarin |
Hidden Markov Models for disease progression | |
Andrea Martino, Andrea Ghiglietti, Giuseppina Guatteri, Anna Maria Paganoni |
Node-specific effects in latent space modelling of multidimensional networks | |
Silvia D'Angelo, Marco Alfò, Thomas Brendan Murphy |
Decomposing Large Networks: An Approach Based on the MCA based Community Detection | ZIP |
Carlo Drago |
Robust statistical methods for credit risk | |
Aldo Corbellini, Alessandro Ghiretti, Gianluca Morelli, Andrea Talignani |
Bayesian estimation of number and position of knots in regression splines | ZIP |
Gioia Di Credico |
Dirichlet processes, posterior similarity and graph clustering | |
Stefano Tonellato |
On Bayesian high-dimensional regression with binary predictors: a simulation study | ZIP |
Debora Slanzi, Valentina Mameli, Irene Poli |
Is Structural Equation Modelling Able to Predict Well-being? | DOC |
Daniele Toninelli, Michela Cameletti |
The determinants of tourism destination competitiveness in 2006-2016: a partial least square path modelling approach | |
Alessandro Magrini, Laura Grassini |
Tourist flows and museum admissions in Italy: an integrated analysis | DOC |
Francesca Petrei, Lorenzo Cavallo, Maria Teresa Santoro |
Camel or dromedary? A study of the equilibrium distribution of income in the EU countries. | |
Lisa Crosato, Camilla Ferretti, Piero Ganugi |
Comparing Composite Indicators to measure Quality of Life: the Italian “Sole 24 Ore†case | |
Gianna Agrò, Mariantonietta Ruggieri, Erasmo Vassallo |
Monetary poverty indicators at local level: evaluating the impact of different poverty thresholds | |
Luigi Biggeri, Caterina Giusti, Stefano Marchetti |
Participation in tourism of Italian residents in the years of the economic recession | |
Emilia Rocco, Chiara Bocci, Laura Grassini |
The Total Factor Productivity Index as a Ratio of Price Indexes | |
Lisa Crosato, Biancamaria Zavanella |
Evaluation of students’ performance at lower secondary education. An empirical analysis using TIMSS and PISA data. | |
Grazia Graziosi |
Wages differentials in association with individuals, enterprises and territorial characteristics | |
Stefano De Santis, Cristina Freguja, Alessandra Masi, Nicoletta Pannuzi, Francesco Giovanni Truglia |
The evaluation of Formative Tutoring at the University of Padova | |
Anna Giraldo, Renata Clerici, Lorenza Da Re, Silvia Meggiolaro |
Modelling the effect of covariates for unbiased estimates in ecological inference methods | |
Venera Tomaselli, Antonio Forcina, Michela Gnaldi |
Data Integration in Social Sciences: the earnings intergenerational mobility problem | |
Veronica Ballerini, Francesco Bloise, Dario Briscolini, Michele Raitano |
An innovative approach for the GDPR compliance in Big Data era | |
Vito Santarcangelo |
Post-sampling crowdsourced data for reliable statistical inference: the case of market price index in Nigeria | |
Giuseppe Arbia |
Comparison between Experience-based Food Insecurity scales | |
Federica Onori, Sara Viviani, Pierpaolo Brutti |
How to improve the Quality Assurance System of the Universities: a study based on compositional analysis | |
Bruno Bertaccini, Michele Gallo, Carlotta Simonacci, Tullio Menini |
Exploiting information network model based for financial forecasting | |
Giancarlo Nicola, Paola Cerchiello, Tomaso Aste |
Direct Individual Differences Scaling for Evaluation of Research Quality | |
Michele Gallo, Nickolay Trendafilov, V Simonacci |
Measuring the multiple facets of tolerance using survey data. | |
Caterina Liberati, Riccarda Arianna Longaretti, Alessandra Michelangeli |
Benefits of the Erasmus mobility experience: a discrete latent variable analysis | |
silvia bacci, valeria caviezel, anna maria falzoni |
Using web scraping techniques to derive co-authorship data: insights from a case study | |
Domenico De Stefano, Vittorio Fuccella, Maria Prosperina Vitale, Susanna Zaccarin |
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 | |
Luca Maestrini |
Bayesian Estimation of Graphical Log-Linear Marginal Models | |
Claudia Tarantola |
Understanding pro-environmental travel behaviours in Western Europe | DOC |
Gennaro Punzo, Rosalia Castellano, Demetrio Panarello |
Species richness estimation exploiting purposive lists: A proposal | DOC |
Alessandro Chiarucci, Rosa Maria Di Biase, Lorenzo Fattorini, Marzia Marcheselli, Caterina Pisani |
The climate funds for energy sustainability: a counterfactual analysis | |
Giuseppe Scandurra, Alfonso Carfora, Monica Ronghi |
A NEW PROPOSAL OF SPATIAL SHIFT SHARE ANALYSIS: AN APPLICATION TO TOURISM | ZIP |
Salvatore Costantino, Maria Francesca Cracolici, Davide Piacentino |
Exploratory GIS Analysis via Spatially Weighted Regression Trees | |
Carmela Iorio, Giuseppe Pandolfo, Michele Staiano, Roberta Siciliano |
A Latent Class Conjoint Analysis for analysing graduates’ profiles | |
Andrea Marletta, Paolo Mariani, Lucio Masserini, Mariangela Zenga |
Bias Reduction in a Matching Estimation of Treatment Effect | |
Maria Gabriella Campolo, Antonino Di Pino, Edoardo Otranto |
Knowledge Flows and Innovative Performance: Evidence from Italian firms | |
Martina Aronica, Giuseppe De Luca, Giorgio Fazio, Davide Piacentino |
Apulian health refurbishment: evaluation of performance and customer satisfaction through "Sentiment Analysis" | DOC |
Margaret Antonicelli, Francesco Albergo, Alessandra Ricciardelli |
On the quality of the hypocenter locations: source of errors and spatial distribution of uncertainties | DOC |
Antonino D'Alessandro, Carlo Marcocci, Salvatore Scudero |
Poster
Women’s empowerment and child mortality: the case of Bangladesh | |
Chiara Puglisi |
SPATIAL SEGREGATION OF IMMIGRANT HOUSEHOLDS IN MESSINA | DOC |
Angelo Mazza, Massimo Mucciardi |
Assessing the performances of the MEIM, EIS and FESM scales to measure ethnic identity: a case study | |
Antonino Mario Oliveri, Gabriella Polizzi |
Spatially varying coefficient models for areal data | |
Massimo Ventrucci |
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 |
How to measure cybersecurity risk | |
Silvia Angela Osmetti |
Spatiotemporal Prevision for Emergency Medical System Events in Milan | |
Andrea Gilardi, Riccardo Borgoni, Andrea Pagliosa, Rodolfo Bonora |
An R package for more reliable estimates of Residential Segregation | DOC |
Angelo Mazza, Antonio Punzo |
Structured Additive Distributional Regression applied to the spatio-temporal analysis of soil-plant variability | |
Giovanna Jona Lasinio, Alessio Pollice, Thomas Kneib, Stephan Lang, Roberta Rossi, Mariana Amato |
Classification of the Aneurisk65 dataset using PCA for partially observed functional data | RAR |
Marco Stefanucci |
Bayesian Population Size Estimation with A Single Sample | |
Pierfrancesco Alaimo Di Loro |
Attitudes, beliefs, behaviours and HPV vaccine | DOC |
Veronica Dorgali |
Supervised Learning for Link Prediction in Social Networks | |
Riccardo Giubilei |
Deep Learning to the Test: an Application to Traffic Data Streams | ZIP |
Nina Deliu |
A distribution curves comparison approach to analyze the university moving students performance | |
Giovanni Boscaino, Giada Adelfio, Gianluca Sottile |
Sovereign co-risk measures in the Euro Area | |
silvia facchinetti |
A Partial Ordering Application in Synthetizing Dimensions of Subjective Well-being | DOC |
Paola Conigliaro |
A methodological approach to the environmental Umbria data | DOC |
Marta Bosi, Monica Franzese, Cristiano Trani, Sandra Verduci |
Random Garden: a Supervised Learning Algorithm | |
Ivan Luciano Danesi, Valeria Danese, Nicolò Russo, Enrico Tonini |
Multivariate analysis of marine litter abundance through Bayesian space-time models | ZIP |
crescenza calculli, Alessio Pollice, Letizia Sion, Porzia Maiorano |
Mapping the relation between University accesstest and student’s university performance | |
Antonella Plaia, Vincenzo Giuseppe Genova |
A note on objective Bayes analysis for graphical vector autoregressive models | |
Lucia Paci, Guido Consonni |
Power Priors for Bayesian Analysis of Graphical Models of Conditional Independence in Three Way Contingency Tables | RAR |
AIKATERINI MANTZOUNI |
Implementation of an innovative technique to improve Sauvignon Blanc wine quality | DOC |
Filippa Bono, Pietro Catania, Mariangela Vallone |
A proportional hazards model under bivariate censoring and truncation | DOC |
Marialuisa Restaino, Hongsheng Dai |
Reconstructing missing data sequences in multivariate time series: an application to environmental data | |
Maria Lucia Parrella, Giuseppina Albano, Michele La Rocca, Cira Perna |
Estimating the implied probabilities in the tennis betting market: A new normalization procedure | |
Vincenzo Candila, Antonio Scognamillo |
Testing different structures of Spatial Dynamic Panel Data models by a bootstrap multiple testing procedure | |
Maria Lucia Parrella, Francesco Giordano, Massimo Pacella |
Estimating the number of unseen species under heavy tails | |
Marco Battiston, Federico Camerlenghi, Emanuele Dolera, Stefano Favaro |
A new paradigm for rating data models (Plenary)
A new paradigm for rating data models | |
Domenico Piccolo |
Advanced models and computational methods for data from modern biomedicine (Plenary)
Statistical challenges and opportunities in modelling coupled behaviour-disease dynamics of vaccine refusal | |
Chris Bauch |
Health information and statistics | |
Fabrizio De Nicola |
Precision medicine and personalized networks | DOC |
Francesco C Stingo |
Advances in Discrete Latent Variable Modeling (Solicited)
A joint model for longitudinal and survival data based on a continuous-time hidden Markov model | |
Alessio Farcomeni, Francesco Bartolucci |
Causality patterns of a marketing campaign conducted over time: evidence from the latent Markov model | |
Fulvia Pennoni, Leonard J.  Paas, Francesco Bartolucci  |
Dealing with reciprocity in dynamic stochastic block models | |
Francesco Bartolucci, Maria Francesca Marino, Silvia Pandolfi |
Modelling the latent class structure of multiple Likert items: a paired comparison approach | |
Brian J Francis |
Aging and elderly people (Solicited)
Health and mortality: new insights from longitudinal data | DOC |
Elena Demuru, Viviana Egidi |
Living condition and mortality at home and in institution: addressing the bias introduced by the selection of institutionalized population | DOC |
Cristina Giudici |
Looking beyond averages: quantile regression approach to model olderâ€adult Europeans’ quality of life | |
Elisa Cisotto, Giulia Cavrini |
Estimation of neighborhood effect on mental health in the elderly using propensity score techniques | DOC |
Giovanna Boccuzzo, Chiara Papaccio, margherita Silan, morena stroscia |
Bayesian Nonparametric Learning (Specialized)
A Comparative overview of Bayesian nonparametric estimation of the size of a population | |
Luca Tardella, Danilo Alunni Fegatelli |
Logit stick-breaking priors for partially exchangeable count data | |
Tommaso Rigon |
Bayesian nonparametric covariate driven clustering | |
Alessandra Guglielmi |
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 | ZIP |
Maria Iannario, Rosaria Simone |
Are the shots predictive for the football results? | |
Leonardo Egidi, Francesco Pauli, Nicola Torelli |
Being young and becoming adult in the Third Millennium: definition issues and processes analysis (Specialized)
Being young and becoming adult abroad: the second generation in Italy and the young Italian emigrants | DOC |
Cinzia Conti, Enrico Tucci |
Parenthood: an advanced step in the transition to adulthood | |
Antonella Guarneri, Cinzia Castagnaro, Eleonora Meli |
Do Social Media Data predict changes in young adults’ employment status? Evidence from Italy. | DOC |
Andrea Bonanomi |
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 |
Clustering of spatio-temporal data based on marked variograms | ZIP |
Antonio Balzanella, Rosanna Verde |
Space-time earthquake clustering: nearest-neighbor and stochastic declustering methods in comparison | |
Elisa Varini, Antonella Peresan, Renata Rotondi, Stefania Gentili |
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 |
Self Organizing Maps for distributional data | |
Antonio Irpino, Rosanna Verde |
Co-clustering algorithms for histogram data | |
Antonio Balzanella, Francisco de A.T. De Carvalho, Rosanna Verde |
Clustering Data Streams via Functional Data Analysis: a Comparison between Hierarchical Clustering and K-means Approaches | |
Fabrizio Maturo, Francesco Fortuna, Tonio Di Battista |
Economic Statistics and Big Data (Specialized)
Improvements in Italian CPI/HICP deriving from the use of scanner data | |
Alessandro Brunetti |
Big data and spatial price comparisons of consumer prices | |
Tiziana Laureti |
Scoring models for roboadvisory platforms: a network approach | |
Paolo Giudici, Gloria Polinesi |
Emerging and re-emerging threats from infections: global diffusion models and policy perspectives (Specialized)
The contribution of local demographic conditions and vaccination policies to measles elimination | DOC |
Filippo Trentini |
MATHEMATICAL MODELS FOR EMERGING AND RE-EMERGING MOSQUITO-BORNE DISEASES | |
Giorgio Guzzetta |
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 multilevel hidden Markov model for space-time cylindrical data | |
Francesco Lagona, Monia Ranalli |
Estimation of coral growth parameters via Bayesian hierarchical non-linear models | |
crescenza calculli, Barbara Cafarelli, Daniela Cocchi |
A Bayesian S-FAVAR model to Estimate the Short-Term Health Effects of Air Pollution on Human Health | |
Pasquale Valentini, Lara Fontanella, Luigi Ippoliti |
Estimation of entropy measures for categorical variables with spatial correlation | |
Linda Altieri, Giulia Roli |
Financial Time Series Analysis (Specialized)
Conditional Quantile-Located VaR | |
Massimiliano Caporin, Giovanni Bonaccolto, Sandra Paterlini |
Heterogeneous Component MEM models for forecasting trading volumes | |
Giuseppe Storti, Antonio Naimoli |
Regularized Estimation of High Dimensional Auto- and Cross-Covariance Matrices | DOC |
Tommaso Proietti |
Forensic Statistics (Specialized)
Cause of effects: an important evaluation in Forensic Science | |
Fabio Corradi, Monica Musio |
Evaluation and reporting of scientific evidence: the impact of partial probability assignments | |
Silvia Bozza, Franco Taroni, Alex Biedermann |
Paternity testing and other inference about relationships from DNA mixtures | |
Peter J Green |
Innovations in Census and in Social Surveys (Solicited)
The New Population Census Strategy: from Tradition to Innovation | |
Matteo Mazziotta, Stefano Falorsi |
Towards more timely census statistics: the new Italian multiannual dissemination programme | DOC |
Simona Mastroluca, Mariangela Verrascina |
A micro-based approach to ensure consistency among administrative data sources and to improve population statistics | |
Gianni Corsetti, Sabrina Prati, Valeria Tomeo, Enrico Tucci |
Demographic changes, research questions and data needs: issues about migrations | DOC |
Salvatore Strozza, Giuseppe Gabrielli |
Integration surveys and register based statistics: past, present and future (Specialized)
New methods for small area estimation with linkage uncertainty | |
Brunero Liseo, Andrea Tancredi, Dario Briscolini, Loredana Di Consiglio, Tiziana Tuoto |
Quality survey to dealing with frame imperfections in the next register-based Italian Census Population | |
paolo righi |
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 |
New perspectives in supervised and unsupervised classification (Solicited)
Robust Updating Classification Rule with applications in Food Authenticity Studies | |
Francesca Greselin |
A robust clustering procedure with unknown number of clusters | |
Francesco Dotto |
Issues in joint dimension reduction and clustering methods | |
Michel van de Velden, Alfonso Iodice D'Enza, Angelos Markos |
Some remarks on the DESPOTA algorithm for detecting a partition on a dendrogram | DOC |
Dario Bruzzese, Domenico Vistocco |
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 |
Micro and Macro Resilience measures to the economic crisis | DOC |
cristina Bernini, Maria Francesca Cracolici, Peter Nijkamp |
DYNAMICS IN PRICE AND INCOME ELASTICITIES OVER 20 YEARS IN ITALY | DOC |
SARA CAPACCI, LUCA SECONDI, ILARIA BENEDETTI |
Material deprivation and household consumption expenditure in Italy during last economic crises | |
Isabella Siciliani, Ilaria Arigoni |
Methodological approaches to constructing social composite indicators (Solicited)
Model based Indicators for Sustainability | |
Rosanna Cataldo, Carlo Natale Lauro, Marina Marino, Viktoriia Voytsekhovska |
Introduction of weights in poset-based synthetic indicators | |
Giovanna Boccuzzo, Giulio Caperna |
A composite indicator to analyse gender balance in Italian Public University | |
Laura Antonucci, Corrado Crocetta, Madia D’Onghja, Emma Zavarrone |
Comparing different aggregating approaches. An application to the Gender equality indicators in Italy at sub-national level | |
Enrico di Bella, Filomena Maggino, Lucia Leporatti |
Monitoring education systems. Insights from large scale assessment surveys (Specialized)
Educational Achievement of Immigrant Students. A Cross-National Comparison Over-Time Using OECD-PISA Data | |
Mariano Porcu |
Insights into survey errors of large scale educational achievement surveys | |
Sylke V. Schnepf |
Investigating the role of educational systems on learning inequalities with international assessments. The case of early tracking | |
Dalit Contini |
Missing data handling in complex models (Specialized)
Dependence and sensitivity in regression models for longitudinal responses subject to dropout | |
Marco Alfò, Maria Francesca Marino |
Multilevel analysis of student ratings with missing level-two covariates: a comparison of imputation techniques | |
Carla Rampichini, Maria Francesca Marino |
Multilevel Multiple Imputation in presence of interactions, non-linearities and random slopes | |
Matteo Quartagno, James Carpenter |
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 |
Economic Insecurity and Individual Behaviour | |
Conchita D'Ambrosio |
Social protection in mitigating economic insecurity | |
Alessandra Coli |
Evaluating sustainability through an input-state-output framework: the case of the Italian provinces | |
Laura Neri, Achille Lemmi, FEDERICO MARIA PULSELLI |
Some topics in Statistics and Data Science (Specialized)
Statistics in an Engineering School in the time of Data Science | |
Enrico Bibbona, Mauro Gasparini |
Reconstructing the topography of multidimensional probability landscapes E | |
Michele Allegra, Maria d'Errico, Elena Facco, Alessandro Laio, Alex Rodriguez |
Extreme Learning Machines for Bootstrapping Nonlinear Time Series | DOC |
Michele La Rocca, Cira Perna |
Network data analysis and mining (Solicited)
Data mining and analysis of comorbidity networks from practitioner prescriptions | |
Giancarlo Ragozini |
Support provided by elderly Italian people: a multilevel analysis | |
Elvira Pelle, Giulia Rivellini, Susanna Zaccarin |
Stochastic network modelling of the evolutionary tree | |
Ernst C. Wit |
Overlapping mixture models for network data (\texttt{manet}) with covariates adjustment | |
Saverio Ranciati, Giuliano Galimberti, Ernst C. Wit, Veronica Vinciotti |
New methods and models for ordinal data (Solicited)
Clustering of preference rankings: a non-parametric soft-clustering approach | |
Antonio D'Ambrosio, Willem J Heiser |
A prototype for the analysis of time use in Italy | |
Stefania Capecchi, Manuela Michelini |
Constrained Extended Plackett-Luce model for the analysis of preference rankings | |
Cristina Mollica, Luca Tardella |
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 |
New perspectives in Time Series Analysis (Specialized)
Generalized periodic autoregressive models for trend and seasonality varying time series | |
Francesco Battaglia |
Detecting Co-Movements in Noncausal Time Series | |
Gianluca Cubadda, Alain Heqa, Sean Telg |
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)
No one left behind: a huge challenge for statistics and policy | |
Enrico Giovannini |
Statistics and innovations for measuring Sustainable Development Goals: challenges, opportunities and progress | DOC |
angela ferruzza, paola ungaro, barbara baldazzi, giovanna tagliacozzo, luigi costanzo |
Sustainable Development and Territorial Differences: a Focus on Italian Regions | DOC |
Leonardo Salvatore Alaimo |
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 |
The development of the Italian Labour register: principles, issues and perspectives | DOC |
Ciro Baldi, Claudio Ceccarelli, S. Gigante, Silvia Pacini |
DIGGING INTO LABOUR MARKET DYNAMICS: TOWARD A RECONCILIATION OF STOCK AND FLOWS SHORT TERM INDICATORS | |
Fabio Massimo Rapiti, C. Baldi, Daniela Ichim, Federica Pintaldi, Maria E. Pontecorvo |
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)
Quality of life and gender inequalities after the economic crisis: which priorities for the policy maker? | DOC |
Linda Laura Sabbadini |
Challenges, needs and risks in defining wellbeing indicators | DOC |
Filomena Maggino |
An empirical measure of social progress for the European regions: challenges and solutions | DOC |
Paola Annoni |
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 | |
Nicola Salvati, Stefano Marchetti |
Multiple Quantile Regression for Risk Assessment | |
Lea Petrella, Valentina Raponi |
Parametric Modeling of Quantile Regression Coefficient Functions | |
Paolo Frumento, Matteo Bottai |
Recent advances in model-based clustering (Specialized)
Covariate measurement error in generalized linear models for longitudinal data: a latent Markov approach | |
Roberto Di Mari |
A Comparison of Model-Based and Fuzzy Clustering Methods | |
Marco Alfò, Maria Brigida Ferraro, Paolo Giordani, Luca Scrucca, Alessio Serafini |
Flexible clustering methods for high-dimensional data sets | |
Cristina Tortora, Paul McNicholas |
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 | |
Michael Falk, Simone Padoan |
Testing the multivariate regular variation model | |
Chen Zhou |
Extremes of high-order IGARCH processes | |
Fabrizio Laurini |
Spatial Economic Data Analysis (Solicited)
Estimating models with network interactions and unobserved heterogeneity | |
Luisa Corrado, Salvatore Di Novo |
Tourism Firms Survival in Italian Insular Regions | |
Maria Francesca Cracolici, Giuseppe Espa, Diego Giuliani, Davide Piacentino |
Spatial Weights Matrix Specification: A Fuzzy Logic Exploration | DOC |
Nooshin Mahmoodi, Roberto Patuelli |
Spatial heterogeneity in principal component analysis: a study of deprivation index on Italian provinces | |
Paolo Postiglione, M. Simona Andreano, Roberto Benedetti, Alfredo Cartone |
Spatial Functional Data Analysis (Solicited)
Object oriented spatial statistics for georeferenced tensor data | |
Alessandra Menafoglio, Davide Pigoli, Piercesare Secchi |
A simple spatio-temporal model for some complex data | ZIP |
Luigi Ippoliti |
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 |
Statistical models for sports data (Solicited)
Big Data Analytics for Modelling Players' Movement in Basketball | |
rodolfo metulini |
A data-mining approach to the Parkour discipline | |
Paola Pasca, Enrico Ciavolino, Ryan L. Boyd |
Exploring the Kaggle European Soccer database with Bayesian Networks: the case of the Italian League Serie A | |
Maurizio Carpita, Silvia Golia |
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 | ZIP |
Angelica Gianfreda, Giacomo Scandolo |
Quantile merit order and network upgrade effects: evidence on Italian wholesale power prices | |
Alessandro Sapio |
Prediction interval of electricity prices by robust nonlinear models | |
Luigi Grossi |
Investment-Uncertainty Relationship in the Oil and Gas Industry | DOC |
Matteo Manera, Maryam Ahmadi, Mehedi Sadeghzadeh |
Statistical Models for Service Quality (Solicited)
Finding the best paths in university curricula of graduates to improve academic guidance services | |
Silvia Bacci, Bruno Bertaccini |
A robust multinomial logit model for improving service quality | |
ida camminatiello, Antonio Lucadamo |
Complex contingency tables and Pearson’s chi-squared partitions | |
Rosaria Lombardo, Yoshio Takane, Eric J Beh |
Cumulative chi-squared statistics for the service quality improvement. New properties and tools for its evaluation. | |
Antonello D'Ambra, Antonio Lucadamo, Pietro Amenta, Luigi D'Ambra |
Statistical Modelling (Specialized)
The GAMLSS models: Past and Future | |
Mikis Stasinopoulos |
A regularized estimation approach for the three-parameter logistic model | |
Michela Battauz, Ruggero Bellio |
Recovering Indirect Information in Demographic Applications | |
Jutta Gampe |
Statistical Modelling for Business Intelligence (Solicited)
A nonlinear state-space model for the forecasting of field failures | |
Antonio Pievatolo |
Bayesian Ensemble of Quantile Trees for Sales Prediction | |
Mauro Bernardi, Paola Stolfi |
Discrimination in machine learning algorithms | |
Roberta Pappadà , Francesco Pauli |
Does Airbnb affect the real estate market? A spatial dependence analysis | |
Mariangela Guidolin, Mauro Bernardi |
Statistics and indicators for the analysis of the economic competitiveness of the business system (Specialized)
A SURVIVAL MULTILEVEL MODEL ON EU COMPANIES (2006-2016) | DOC |
Margherita Velucchi |
Changing lenses to read a changing world:The new Istat approach to study firms’ competitiveness using integrated data | DOC |
Stefano Costa |
The information of the territorial register for the analysis of spatial distribution | DOC |
Alessandro Faramondi |
Statistical modelling of Big Spatial Data (Specialized)
A Hierarchical Multivariate Spatio-Temporal Model for Clustered Climate data with Annual Cycles | |
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 |
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)
Survey-weighted Unit-Level Small Area Estimation | |
Patricia Doerr, Jan Pablo Burgard |
Integration of socio-economic data for the estimation of indicators at the municipal level | DOC |
Michele DAlo, Alessio Guandalini, Andrea Fasulo, Solari Fabrizio |
Accounting for measurement error in unit and area-level small area models | DOC |
Nikos Tzavidis, Timo Schmid, Paul Walter, Natalia Rojas-Perilla, Paul Smith, Jan van den Brakel |
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)
A Stochastic Generator of Global Monthly Wind Energy with Tukey g-and-h Autoregressive Processes | |
Marc G. Genton |
Statistical modelling of atmospheric radiosoundings | |
Alessandro Fasso' |
The second generation at school (Solicited)
Resilient students with migratory background | DOC |
Anna Di Bartolomeo, Giuseppe Gabrielli |
Understanding the sources of children of immigrants' penalty in academic performance: Evidence from Italian compulsory education | |
Moris Triventi, Eleonora Vlach |
From school to ... future: strategies, paths and perspectives of immigrant immediate descendants in Naples | DOC |
Giustina Orientale Caputo, Giuseppe Gargiulo |
Residential Proximity to Attended Schools among Immigrant-Origin Youths in Bologna | DOC |
Federica Santangelo, Debora Mantovani, Giancarlo Gasperoni |
Short and medium term labour market returns of college graduates with a migration background | DOC |
Jim Allen, Barbara Belfi, Babs Jacobs, Mark Levels, Kars van Oosterhout |
Tourism: destinations, household, firms (Solicited)
The Migration-Led-Tourism Hypothesis for Italy: A Survey. | DOC |
Carla Massidda, Romano Piras, Ivan Etzo |
The Pricing Behaviour of Firms in the On-line Accommodation Market: Evidence from a Metropolitan City | |
Andrea Guizzardi, Flavio Maria Emanuele Pons |
Tourism attractiveness in Italy. Some empirical evidence comparing origin-destination flows. | |
Francesca Giambona, Emanuela Dreassi, Alessandro Magrini |
Tourism Statistics: development and potential uses | DOC |
Fabrizio Antolini |
What's happening in Africa? (Solicited)
Environmental shocks and internal migration in Tanzania | |
Elena Pirani, Alessandra Petrucci, Maria Francesca Marino |
Brocken trends in Maghrebian fertility | DOC |
Zahia Ouadah-Bedidi, Jacques Vallin |
Determinants and geographical disparities of BMI in African Countries: a measurement error small area approach | |
Serena Arima, Silvia Polettini |
Return and circular migration between Africa and Italy | |
Cinzia Castagnaro, Francesca Licari |
Young Contributions to Statistical Learning (Specialized)
Introducing spatio-temporal dependence in clustering: from a parametric to a nonparametric approach. | |
Clara Grazian |
K-means seeding via MUS algorithm | |
Leonardo Egidi, Roberta Pappada', Francesco Pauli, Nicola Torelli |
Bayesian inference for hidden Markov models via duality and approximate filtering distributions | |
Guillaume KON KAM KING, Omiros Papaspiliopoulos, Matteo Ruggiero |
Statistics for financial risks (Contributed)
Systemic events and diffusion of jumps | |
Giovanni Bonaccolto, Nancy Zambon, Massimiliano Caporin |
Bayesian Quantile Regression Treed | |
Mauro Bernardi, Paola Stolfi |
Traffic Lights for Systemic Risk Detection | DOC |
JUAN-ANGEL JIMENEZ-MARTIN |
Forecasting Optimal Portfolio Weights Using High-Frequency Data | |
Alessandro Palandri |
Model Selection in Weighted Stochastic Block models | |
Michele Costola |
Reproducibility in biostatistics: from observational studies to sampling strategies (Specialized)
Designing Effective Sampling Strategies in Biomedical Studies: is Selection Bias Always Bad? | |
Fulvia Mecatti |
Recurrence dynamics of cancer according to the dormancy paradigm | DOC |
Elia Biganzoli |
Reproducibility and uncertainty | DOC |
Annibale Biggeri |
Functional statistics for Spatiotemporal Data (in collaboration with the Royal Statistical Society) (Specialized)
Application of semiparametric function-on-scalar regression for modeling spatio-temporal earthquake dynamics | DOC |
Alexander Bauer |
Functional principal component analysis for non-stationary dynamic time series with an application to high-frequency hydrological data | DOC |
Amira El-Ayouti |
Visualization and assessment of spatio-temporal covariance properties | DOC |
Ying Sun |
Contact: ies2017@unitelmasapienza.it