PLENARY SESSION - 28 June, h. 10.00-11.15, room 018
| Official Statistics 4.0 – learning from history for the challenges of the future | |
| Walter J. Radermacher |
| Emerging challenges in official statistics: new sources, methods and skills | |
| Giorgio Alleva |
SOL. 1 - Social indicators and Big Data - 28 June, h. 11.15-12.30, room 004
| Measuring Wellbeing by extracting Social Indicators from Big Data | |
| Renza Campagni, Lorenzo Gabrielli, Fosca Giannotti, Riccardo Guidotti, Filomena Maggino, Dino Pedreschi |
| New Methodological Challenges for the Era of Big Data | |
| Maurizio Vichi |
| Measure Trust in the Age of Big Data: The TRUSTLAB Project at OECD | |
| Fabrice Murtin |
| Big Data And Social Statistics: the challenge of data quality | |
| Enrico Di Bella |
SOL. 2 - Social research and data science: methods and applications - 28th June, h. 11.15-12.30, room 006
| A polarity-based strategy for ranking social media reviews | |
| Simona Balbi, Michelangelo Misuraca, Germana Scepi |
| Internet of Things and Internet of Emotions: what you can do with Big Data without the survey? | |
| Furio Camillo, Valentina Adorno |
| Cultural and social meanings of the wedding day. The role of the web communities | |
| Rosanna Cataldo, Maria Gabriella Grassia, Marina Marino, Rocco Mazza, Carlo Natale Lauro |
| Big data for hate speech: new paradigms | |
| Emma Zavarrone, Alessia Forciniti, Guido Ferilli |
SOL. 3 - Financial data modelling - 28th June, h. 11.15-12.30, room 007
| News, Volatility and Price Jumps | |
| Massimiliano Caporin, Francesco Poli |
| Estimating and testing autoregressive gamma volatility models for option pricing | |
| Davide Raggi, Sergio Pastorello |
| Models for jumps in trading volume | |
| Eduardo Rossi, Paolo Santucci de Magistris |
| A stochastic volatility framework with analytical filtering | |
| Giacomo Bormetti, Roberto Casarin, Fulvio Corsi, Giulia Livieri |
SOL. 4 - The use of scanner data for multipurpose consumer price statistics - 28th June, h. 11.15-12.30, room 013
| Estimating Italian inflation using scanner data: results and perspectives | |
| Alessandro Brunetti, Stefania Fatello, Federico Polidoro |
| Sampling schemes using scanner data for the consumer price index | |
| Claudia De Vitiis, Alessio Guandalini, Francesca Inglese, Marco Dionisio Terribili |
| Using scanner and CPI data to estimate Italian sub-national PPPs | |
| Tiziana Laureti, Carlo Ferrante, Barbara Dramis |
| IT Solutions for Analyzing Large-Scale Statistical Datasets: Scanner Data for CPI | |
| Annunziata Fiore, Antonella Simone, Antonino Virgillito |
SOL. 5 - Neuroscience statistics - 28th June, h. 11.15-12.30, room 014
| Modeling motor learning using heteroskedastic functional principal components analysis | |
| Daniel Backenroth, Jeff Goldsmith, Michelle D. Harran, Juan C. Cortes, John W. Krakauer, Tomoko Kitago |
| Brain microstructure imaging from neurosurgery to psychiatry | |
| Maxime Taquet |
| Microstructure Informed White Matter Tractography: Challenges and Development | |
| Gabriel Girard |
| Assessment of Brain White Matter Integrity: Perspectives from Functional Data Analysis | |
| Alessia Pini, Aymeric Stamm, Simone Vantini |
SOL. 6 - New data collection: a tool for mobility and migration - 28th June, h. 11.15-12.30, room 001
| Sociometer: a new Tool for Demography | |
| Lorenzo Gabrielli |
| Public attitudes to immigration in Italy. Evidence from Twitter data | |
| Roberto Impicciatore, Stefano Iacus |
| Mobility Diversity and Socio-Economic Development | |
| Luca Pappalardo |
| Hate speech and prejudice against immigrants in social media | |
| Marcello Bogetti, Cristina Bosco, Massimo Follis, Viviana Patti |
Pearson Editor - Didattica inter-attiva: una sfida da condividere - 28th June, h. 12.30-13.30, room Bracco
| Didattica inter-attiva: una sfida da condividere | |
| Andrea Musella, Paolo Roncoroni |
POSTER SPEED-TALK SESSION - 28th June, h. 14.30-15.30, room 018
| Epidemiological Profile of human rabies in Morocco | |
| Nada Bennani Mechita, Majdouline Obtel, Karim Idrissi Sbai, Rabiaa Lyoussi, Houda Moumni, Abderrahmane Maaroufi, Mustapha Mrabet, Rachid Razine |
| How to Exploit Big Data from Social Networks: a Subjective Well-being Indicator via Twitter | |
| Stefano Maria Iacus, Giuseppe Porro, Silvia Salini, Elena Siletti |
| Impact of therapeutic education on quality life of diabetic patients | |
| Chaib Asmae, Karima Halim, Mohammed El Amine Ragala, Btissame Zarrouq, Badiaa Lyoussi |
| Detecting group differences in multivariate categorical data | |
| Massimiliano Russo |
| Tobacco attributable fraction of lung cancer morbidity: An overview of used methods and an estimation for Morocco | |
| Majdouline Obtel, Badiaa Lyoussi, Nabil Tachfouti, Mamunur Rahman Malik, Chakib Nejjari |
| Exploratory factor analysis of ordinal variables: a copula approach | |
| Marta Nai Ruscone |
| Topological Summaries for Time-Varying Data | |
| Tullia Padellini, Pierpaolo Brutti |
| A G.E.D. method for market risk evaluation using a modified Gaussian Copula | |
| Massimiliano Giacalone, Demetrio Panarello |
| Workers’ skills and wage inequality: A time-space comparison across European Mediterranean countries | |
| Gaetano Musella, Gennaro Punzo |
| A risk index to evaluate the criticality of a product defectiveness | |
| Silvia Facchinetti, Silvia Angela Osmetti |
| An R Package for Cluster-Weighted Models | |
| Angelo Mazza, Antonio Punzo, Salvatore Ingrassia |
| Inference with the Unscented Kalman Filter and optimization of sigma points | |
| Michela Eugenia Pasetto, Umberto Noè, Alessandra Luati, Dirk Husmeier |
| Contribution to extract meaningful patterns from semantic trajectories | |
| Sana Chakri, Said Raghay, Salah El Hadaj |
| A latent space model for multidimensinoal networks | |
| Silvia D'Angelo, Marco Alfò, Thomas Brendan Murphy |
| Epigenome-wide association study and stochastic epigenetic mutation analysis in hepatocellular carcinoma | |
| Davide Gentilini, Giovanni Vitale, Anna Maria Di Blasio, Luisa Bernardinelli |
CON. 1 - Statistical modeling in healthcare - 28th June, h. 14.30-15.30, room 004
| Optimal Ethical Balance for Phase III Trials Planning | |
| Lucio De Capitani, Daniele De Martini |
| Network Analysis of Comorbidity Patterns in Heart Failure Patients using Administrative Data | |
| Francesca Ieva |
| Surveillance of congenital malformations in Region Calabria | |
| Andrea Giuseppe De Biase, S. Lopresti |
| Research on the Risk Factors Accountable for the Occurrence of Degenerative Complications of Type 2 Diabetes in Morocco: Prospective Study. | |
| Badiaa Lyoussi, Zineb Selihi, Mohamed Berraho, Karima El Rhazi, Youness El Achhab, Adiba El Marrakchi, Chakib Nejjari |
CON. 2 - Composite and economic indicators - 28th June, h. 14.30-15.30, room 007
| New fuzzy composite indicators for dyslexia | |
| Isabella Morlini, Maristella Scorza |
| A comparison between seasonality indices deployed in evaluating unimodal and bimodal patterns | |
| Giovanni Luca Lo Magno, Mauro Ferrante, Stefano De Cantis |
| Industrial production index and the web: an explorative cointegration analysis | |
| Lisa Crosato, Caterina Liberati, Paolo Mariani, Biancamaria Zavanella |
| Composite indicators for ordinal data: the impact of uncertainty | |
| Stefania Capecchi, Rosaria Simone |
CON. 3 - Machine and statistical learning - 28th June, h. 14.30-15.30, room 013
| Interactive machine learning prediction for budget allocation in digital marketing scenarios | |
| Ermelinda Della Valle, Elena Scardovi, Andrea Iacobucci, Edoardo Tignone |
| Identifying Meta Communities on Large Networks | |
| Carlo Drago |
| Growing Happiness: a Model Based Tree | |
| Carmela Cappelli, Rosaria Simone, Francesca Di Iorio |
| User query enrichment for personalized access to data through ontologies using matrix completion method | |
| Oumayma Banouar, Said Raghay |
| Measuring Migration with Machine Learning | |
| Fabian Stephany |
CON. 4 - Statistical inference and testing procedures - 28th June, h. 14.30-15.30, room 014
| A Sequential Test for the Cpk Index | |
| Michele Scagliarini |
| Comparison of conditional tests on Poisson data | |
| Francesca Romana Crucinio, Roberto Fontana |
| Differential Interval-Wise Testing for the Inferential Analysis of Tongue Profiles | |
| Alessia Pini, Lorenzo Spreafico, Simone Vantini, Alessandro Vietti |
| Change of Variables theorem to fit Bimodal Distributions | |
| Camilla Ferretti, Piero Ganugi, Francesco Zammori |
| Hotelling meets Hilbert: inference on the mean in functional Hilbert spaces | |
| Alessia Pini, Aymeric Stamm, Simone Vantini |
CON. 5 - General latent variable modelling - 28th June, h. 14.30-15.30, room 001
| Characterising Italian municipalities according to the annual report of the prevention-of-corruption supervisor: a Latent Class approach | |
| Michela Gnaldi, Simone Del Sarto |
| A latent markov model approach for measuring national gender inequality | |
| Gaia Bertarelli, Franca Crippa, Fulvia Mecatti |
| An ordinal Latent Markov model for the evaluation of health care services | |
| Giorgio Eduardo Montanari, Marco Doretti, Francesco Bartolucci |
| Log-mean linear models for causal inference | |
| Monia Lupparelli, Alessandra Mattei |
| Dynamic random coefficient based drop-out models for longitudinal responses | |
| Maria Francesca Marino, Marco Alfò |
SPE. 1 - Computational methods for high-dimensional and complex data sets - 28th June, h. 15.30-17.00, room 004
| Does data structure reflect monuments structure? Symbolic data analysis on Florence Brunelleschi Dome | |
| Bruno Bertaccini, Giulia Biagi, Antonio Giusti, Laura Grassini |
| Robust Statistical Methods for identifying gene Signature of Metastasis in HSCC | |
| Antonino Abbruzzo |
| Network inference in genomics | |
| Ernst C. Wit |
SPE. 2 - The population register and the integration with the household surveys - 28th June, h. 15.30-17.00, room 007
| Towards The Register-Based Statistical System: A New Valuable Source For Population Studies | |
| Angela Chieppa, Raffaele Ferrara, Gerardo Gallo, Valeria Tomeo |
| Constructing socio-demographic indicators for National Statistical Institutes using mobile phone data: estimating literacy rates in Senegal | |
| Timo Schmid, Fabian Bruckschen, Nicola Salvati, Till Zbiranski |
| Census and Social Surveys Integrated System | |
| Michele D’Alò, Stefano Falorsi, Andrea Fasulo, Fabrizio Solari |
SPE. 3 - Big data analytics in banking and finance - 28th June, h. 15.30-17.00, room 013
| Scoring models for P2P lending platforms: an evaluation of predictive performance | |
| Paolo Giudici, Branka Hadji Misheva |
| Measuring contagion risk in international banking | |
| Alessandro Spelta, Paolo Giudici, Stefan Avdjiev |
| Assessing news contagion in finance | |
| Giancarlo Nicola, Paola Cerchiello |
SPE. 4 - GRASPA: Analysis of complex spatial data - 28th June, h. 15.30-17.00, room 001
| Nonparametric classification for directional data | |
| Marco Di Marzio, Stefania Fensore, Agnese Panzera, Charles C. Taylor |
| Efficient smoothing for worldwide geostatistical data | |
| Fedele Greco, Massimo Ventrucci |
| Space and circular time log Gaussian Cox processes with application to crime event data | |
| Alan E. Gelfand, Shinichiro Shirota |
SFdS - Société Française de Statistique - Group Data Mining et Apprentissage - 28th June, h. 15.30-17.00, room 018
| Smart view selection in multi-view clustering | |
| Jeremie Sublime |
| Clustering of histogram data : a topological learning approach | |
| Guénaël Cabanes, Younès Bennani, Rosanna Verde, Antonio Irpino |
| Prediction of Firm’s Creditworthiness Risk using Feature Selection and Support Vector Machine | |
| Ikram Chairi, Amina El Gennouni, Sarah Zouinina, Abdelouahid Lyhyaoui |
SPE. 5 - Big data and official statistics - 28th June, h. 17.30-19.00, room 004
| Quality issues when using Big Data in Official Statistics | |
| Paolo Righi, Giulio Barcaroli, Natalia Golini |
| The ESSnet Big Data: Experimental Results | |
| Peter Struijs, Anke Consten, Piet Daas, Marc Debusschere, Maiki Ilves, Boro Nikic, Anna Nowicka, David Salgado, Monica Scannapieco, Nigel Swier |
| Mining Mobile Phone Data to Detect Urban Areas | |
| Maarten Vanhoof, Stephanie Combes, Marie-Pierre de Bellefon |
SPE. 6 - "Millennials" mobility patterns - 28th June, h. 17.30-19.00, room 007
| The propensity to leave the country of origin of young Europeans | |
| Paolo Balduzzi, Alessandro Rosina, Emiliano Sironi |
| Does a PhD really pay off? Returns to higher education from a gender perspective | |
| Stephanie Steinmetz, Emer Smyth |
| From high school to second level degree: a multi-state model to analyze the Southern University mobility in Italy | |
| Marco Enea, Massimo Attanasio |
SPE.7 -Use of administrative databases for performance assessment in social contexts-28th June,h.17.30-19.00, room 013
| The Trieste Observatory of cardiovascular disease: an experience of administrative and clinical data integration at a regional level | |
| Giulia Barbati, Francesca Ieva, Francesca Gasperoni, Annamaria Iorio, Gianfranco Sinagra, Andrea Di Lenarda |
| School principals leadership styles and students achievement: empirical results from a three-step Latent Class Analysis | |
| Tommaso Agasisti, Alex J. Bowers, Mara Soncin |
| Real World Data and Real World Evidence: challenges and proposals | |
| Giovanni Corrao |
SPE. 8 - Shape, symbolic and object data - 28th June, h. 17.30-19.00, room 001
| Introduction to Symbolic Data Analysis and application to post clustering for comparing and improving clustering methods by the Symbolic Data Table that they induce | |
| Edwin Diday |
| Clustering landmark-based shapes using information geometry tools | |
| Stefano Antonio Gattone, Angela De Sanctis |
| Random domain decomposition for kriging non stationary object data | |
| Giorgia Gaetani, Alessandra Menafoglio, Piercesare Secchi |
ENBIS - European Network for Business and Industrial Statistics - 28th June, h. 17.30-19.00, room 018
| Structured Approaches for High- Dimensional Predictive Modeling | |
| Marco Seabra dos Reis |
| Consulting, knowledge transfer and impact from statistics in practice | |
| Shirley Yvonne Coleman |
| On the use of predictive methods for ship fuel consumption analysis from massive on-board operational data | |
| Marco Seabra dos Reis, Biagio Palumbo, Antonio Lepore, Ricardo Rendall, Christian Capezza |
| Random Forest-Based Approach for Physiological Functional Variable Selection for Driver's Stress Level Classification | |
| Neska El Haouij, Jean-Michel Poggi, Raja Ghozi, Sylvie Sevestre Ghalila, Mériem Jaïdane |
SPE. 9 - Economic change and labour market - 29th June, h. 9.00-10.30, room 004
| Structural Changes in the Employment Composition and Wage Inequality: A Comparison across European Countries | |
| Gennaro Punzo, Mariateresa Ciommi |
| Labour market dynamics and recent economic changes: the case of Italy | |
| Chiara Gigliarano, Francesco Maria Chelli |
| Impact of the 2008 and 2012 financial crises on the unemployment rate in Italy: an interrupted time series approach | |
| Lucio Masserini, Matilde Bini |
SPE. 10 -BigData comes to school: Implications for learning, assessment & research - 29th June, h. 9.00-10.30, room 007
| INVALSI big data for school system improvement | |
| Michele Cardone, Patrizia Falzetti |
| Profiles of students on account of complex problem solving (CPS) strategies exploited via log-data | |
| Michela Gnaldi, Silvia Bacci, Samuel Greiff, Thiemo Kunze |
| Emergent jobs & big data: between myth and reality | |
| Emma Zavarrone |
SPE. 11 - SIS-Bayes: High-performance algorithms in Bayesian statistics - 29th June, h. 9.00-10.30, room 013
| Bayesian Tensor Regression Models | |
| Monica Billio, Roberto Casarin, Matteo Iacopini |
| Approximate Bayesian inference for discretely observed continuous-time multistate models | |
| Andrea Tancredi |
| Adaptive MCMC for multiple changepoint analysis with applications to large datasets | |
| Alan Benson, Nial Friel |
SPE. 12 - Tensor-based methods for data science - 29th June, h. 9.00-10.30, room 001
| A fast algorithm for the canonical polyadic decomposition of large tensors | |
| Rémi André, Xavier Luciani, Eric Moreau |
| Three-way Correspondence Analysis for Ordinal-Nominal Variables | |
| Rosaria Lombardo, Eric J. Beh |
| A Bayesian oblique factor model with extension to tensor data | |
| Michael Jauch, Paolo Giordani, David B. Dunson |
IASC - International Association for Statistical Computing - 29th June, h. 9.00-10.30, room 018
| Clustering of networks with textual edges | |
| Charles Bouveyron |
| Automatic variable and components weighting systems for Fuzzy cmeans of distributional data | |
| Antonio Irpino, Francisco de A. T. De Carvalho, Rosanna Verde |
| Statistical categorization through archetypal analysis | |
| Francesco Palumbo, Giancarlo Ragozini |
PLENARY SESSION - 29th June, h. 10.30-11.15, room 018
| Object Data Driven Discovery | |
| Ian Dryden |
ROUNDTABLE SESSION - Let's talk about Data Science - 29th June, h. 11.45-13.00, room 018
| Introduction: What we mean by Data Science | |
| Natale Carlo Lauro |
| Statistical thinking and tools in Data Science | |
| Michele La Rocca |
| The role of a Knowledge domain in Data Sciences | |
| Paolo Giudici |
| Statistical and Computational Education for the Data Scientist background | |
| Stefania Mignani |
| Concluding remarks and Data Science challenges for the Italian Statistical Society | |
| Nicola Torelli |
SPE. 13 - Functional data with complex dependencies - 29th June, h. 14.00-15.30, room 004
| Quantile Regression for Functional Data | |
| Maria Franco Villoria, Marian Scott |
| A local regression technique for spatially dependent functional data: an heteroskedastic GWR model | |
| Elvira Romano, Jorge Mateu |
| Quasi-Maximum Likelihood Estimators For Functional Spatial Autoregressive Models | |
| Mohamed-Salem Ahmed, Laurence Broze, Sophie Dabo-Niang, Zied Gharbi |
SPE. 14 - S2G Combining big data with sample surveys - 29th June, h. 14.00-15.30, room 007
| Multi-data sources and surveys perspectives: approaches and problems | |
| Silvia Biffignandi |
| Improving small area estimates of households’ share of food consumption expenditure in Italy by means of Twitter data | |
| Stefano Marchetti, Monica Pratesi, Caterina Giusti |
| On the use of Google Trend data as covariates in nowcasting: Sampling and modeling issues | |
| Maria Simona Andreano, Roberto Benedetti, Paolo Postiglione, Giovanni Savio |
SPE. 15 - Data science for marketing and business - 29th June, h. 14.00-15.30, room 013
| Industrial Applications of Bayesian Structural Time Series | |
| Steven L. Scott |
| A generalized exponential time series regression model for electricity prices | |
| Tommaso Proietti, Niels Haldrup, Oskar Knapik |
| Modeling of Complex Network Data for Targeted Marketing | |
| Sally Paganin |
SPE. 16 - CLADAG: Clustering of high-dimensional data - 29th June, h. 14.00-15.30, room 001
| Hidden Markov models: dimensionality reduction, atypical observations and algorithms | |
| Antonello Maruotti, Jan Bulla |
| Model-based Clustering with Sparse Covariance Matrices | |
| Michael Fop, Brendan Murphy, Luca Scrucca |
| Model-based co-clustering of functional data | |
| Charles Bouveyron |
PLENARY SESSION - 29th June, h. 15.30-16.15, room 018
| Big Textual Data: Lessons and Challenges for Statistics | |
| Fionn Murtagh |
CON. 6 - Knowledge extraction and pattern recognition from new data sources - 29th June, h. 16.45-17.45, room 004
| Using GPS Data to Understand Urban Mobility Patterns: An Application to the Florence Metropolitan Area | |
| Chiara Bocci, Daniele Fadda, Lorenzo Gabrielli, Mirco Nanni, Leonardo Piccini |
| Measuring tourism from demand side | |
| Stefano De Cantis, Mauro Ferrante, Anna Maria Parroco |
| Space-time clustering for identifying population patterns from smartphone data | |
| Francesco Finazzi, Lucia Paci |
| Space-Time Analysis of Movements in Basketball using Sensor Data | |
| Rodolfo Metulini, Marica Marisera, Paola Zuccolotto |
| Measuring Regional Knowledge Diffusion via Wikipedia | |
| Fabian Stephany, Fabian Braesemann |
CON. 7 - Statistics for social sciences - 29th June, h. 16.45-17.45, room 006
| How green advertising can impact on gender different approach towards sustainability | |
| Margaret Antonicelli, Vito Flavio Covella |
| Are Numbers too Large for Kids? Possible Answer in Probable Stories | |
| Monica Bailot, Rina Camporese, Silvia Da Valle, Sara Letardi, Susi Osti |
| Assessing Selectivity in the Estimation of the Causal Effects of Retirement on the Labour Division in the Italian Couples | |
| Maria Gabriella Campolo, Antonino Di Pino |
| The distribution of Net Promoter Score in socio-economic surveys | |
| Stefania Capecchi, Domenico Piccolo |
| IPUMS Data for describing family and household structures in the world. | |
| Fausta Ongaro, Maria Silvana Salvini |
CON. 8 - Statistical methods for socio-economic analysis - 29th June, h. 16.45-17.45, room 007
| Comparison of contingency tables under quasi-symmetry | |
| Fabio Rapallo |
| A proposal of a discretization method applicable to Rasch measures | |
| Silvia Golia |
| Relative privacy risks and learning from anonymized data | |
| Michele Boreale, Fabio Corradi |
| A spatial decomposition of the change in urban poverty concentration | |
| Francesco Andreoli, Mauro Mussini |
| The evaluation of the inequality between population subgroups | |
| Michele Costa |
CON. 9 - Advances in semi- and non-parametric modeling - 29th June, h. 16.45-17.45, room 013
| A Bayesian semiparametric model for terrorist networks | |
| Emanuele Aliverti |
| Nonparametric shared frailty model for classification of survival data | |
| Francesca Gasperoni, Francesca Ieva, Anna Maria Paganoni, Chris Jackson, Linda Sharples |
| Non-parametric micro Statistical Matching techniques: some developments | |
| Riccardo D'Alberto, Meri Raggi |
| Characterizing the extent of rater agreement via a non-parametric benchmarking procedure | |
| Amalia Vanacore, Maria Sole Pellegrino |
| Signal detection in high energy physics via a semisupervised nonparametric approach | |
| Alessandro Casa, Giovanna Menardi |
CON. 10 - Graphical models and Bayesian analysis - 29th June, h. 16.45-17.45, room 014
| Bayesian Mixture Models for the Detection of High-Energy Astronomical Sources | |
| Andrea Sottosanti, Denis Bastieri, Alessandra R. Brazzale |
| Graphical approximation of Best Linear Unbiased Estimators for Extreme Value Distribution Parameters | |
| Antonio Lepore |
| Tree-based Non-linear Graphical Models | |
| Anna Gottard |
| Exponential family graphical models and penalizations | |
| Federico Ferraccioli, Livio Finos |
| Bayesian Quantile Regression using the Skew Exponential Power Distribution | |
| Mauro Bernardi, Marco Bottone, Lea Petrella |
CON. 11 - Educational statistics and measurement - 29th June, h. 16.45-17.45, room 001
| Inequalities in access to job-related learning among workers in Italy: evidence from Adult Education Survey (AES) | |
| Paolo Emilio Cardone |
| Poverty measures to analyse the educational inequality in the OECD Countries | |
| Tommaso Agasisti, Sergio Longobardi, Felice Russo |
| Gross Annual Salary of a new graduate: is it a question of profile? | |
| Paolo Mariani, Andrea Marletta, Mariangela Zenga |
| New Insights on Students’ Evaluation of Teaching in Italy | |
| Francesca Bassi, Leonardo Grilli, Omar Paccagnella, Carla Rampichini, Roberta Varriale |
| A flexible analysis of PISA 2015 data across countries, by means of multilevel trees and boosting | |
| Chiara Masci, Geraint Johnes |
SOL. 7 - Statistical learning for complex data - 30th June, h. 9.00-10.15, room 004
| Deep Learning in image analysis and bioinformatics | |
| Pietro Liò |
| Stratified data: a permutation approach for hypotheses testing | |
| Rosa Arboretti, Eleonora Carrozzo, Luigi Salmaso |
| On the noisy high-dimensional gene expression data analysis | |
| Angela Serra, Pietro Coretto, Roberto Tagliaferri |
| Three-way compositional data: a multi-stage trilinear decomposition algorithm | |
| Michele Gallo, Violetta Simonacci, Maria Anna Di Palma |
SOL. 8 - Massive datasets in astrostatistics: theory & methods - 30th June, h. 9.00-10.15, room 006
| Statistical issues in cosmological data analysis | |
| Domenico Marinucci |
| The raising of astrostatistics | |
| Stefano Andreon |
| Multiple testing of local maxima for detection of peaks on the (celestial) sphere. | |
| Dan Cheng, Valentina Cammarota, Yabebal Fantaye, Domenico Marinucci, Armin Schwartzman |
| 3D-Radial needless over the Unit Ball | |
| Claudio Durastanti |
SOL. 9 - Large dimensional dynamic factor models - 30th June, h. 9.00-10.15, room 007
| Bayesian Factor--Augmented Dynamic Quantile Vector Autoregression | |
| Mauro Bernardi |
| Sparse Indirect Inference | |
| Paola Stolfi, Mauro Bernardi, Lea Petrella |
| Bayesian Non--Negative Regularised Regresssion | |
| Michele Costola |
| Bayesian nonparametric sparse Vector autoregressive models | |
| Monica Billio, Roberto Casarin, Luca Rossini |
SOL. 10 - Data science for network data - 30th June, h. 9.00-10.15, room 013
| Statistical analysis for partially observed multilayered networks | |
| Johan Koskinen, Chiara Broccatelli, Peng Wang, Garry Robins |
| Marginal modeling of multilateral relational events | |
| Francesco Bartolucci, Stefano Peluso, Antonietta Mira |
| Variable selection for (realistic) stochastic blockmodels | |
| Mirko Signorelli |
| On the use of DISTATIS to handle multiplex networks | |
| Giuseppe Giordano, Giancarlo Ragozini, Maria Prosperina Vitale |
SOL. 11 - Advanced space-time models & functional analysis for seismic monitoring - 30th June, h. 9.00-10.15, room 001
| On a failure process driven by a self-correcting model in seismic hazard assessment | |
| Renata Rotondi, Elisa Varini |
| Detection of spatio-temporal local structure on seismic data | |
| Marianna Siino, Francisco J. RodrÃguez-Cortés, Jorge Mateu, Giada Adelfio |
| Monitoring the spatial correlation among functional data streams through Morans Index | |
| Antonio Balzanella, Stefano Antonio Gattone, Tonio Di Battista, Elvira Romano, Rosanna Verde |
| Some notes on earthquake frequency-magnitude distribution | |
| Ilaria Spassiani |
EuADS - Classification and clustering in the era of data science - 30th June, h. 9.00-10.15, room 018
| Parameter-free clustering of similarity-based data based on peak detection | |
| Parisa Rastin, Basarab Matei |
| Ensemble classification | |
| Berthold Lausen |
| Clustering and Dimensionality Reduction for Big Data | |
| Maurizio Vichi |
PLENARY SESSION - 30th June, h. 10.15-11.00, room 018
| Big Data and Population Processes: A Revolution? | |
| Francesco C. Billari |
CON. 12 - Text mining, opinion and sentiment analysis - 30th June, h. 11.30-12.30, room 004
| Crowd and minorities: Is it possible to listen to both? Monitoring rare sentiment and opinion categories about Expo Milano 2015 | |
| Marika Arena, Anna Calissano, Simone Vantini |
| Twitter as a Statistical Data Source: an Attempt of Profiling Italian Users’ Background Characteristics | |
| Alessandra Righi, Mauro Mario Gentile |
| Sentiment Analysis for micro-blogging using LSTM Recurrent Neural Networks | |
| Sara Hbali, Youssef Hbali, Mohamed Sadgal, Abdelaziz El Fazziki |
| An innovative approach for opinion mining: the Plutchick analysis | |
| Massimiliano Giacalone, Antonio Ruoto, Davide Liga, Maria Pilato, Vito Santarcangelo |
| Social emotional data analysis. The map of Europe | |
| Felicia Pelagalli, Francesca Greco, Enrico De Santis |
CON. 13 -Statistics for economics & quantitative risk management for banking&finance -30th June, h.11.30-12.30,room 006
| Determination of basis risk multiplier of a borrower default using survival analysis | |
| Alexander Agapitov, Irina Lackaman, Zoya Maksmenko |
| Dynamic profiling of banking customers: a pseudo-panel study | |
| Caterina Liberati, Lisa Crosato, Paolo Mariani, Biancamaria Zavanella |
| Statistical methods in assessing the equality of income distribution, case study of Poland | |
| Viktoriya Voytsekhovska, Olivier Butzbach |
| Using administrative data for statistical modeling: an application to tax evasion | |
| Maria Felice Arezzo, Giuseppina Guagnano |
| Testing Beta-Pricing Models Using Large Cross-Sections | |
| Valentina Raponi, Cesare Robotti, Paolo Zaffaroni |
CON. 14 - Statistical modeling and analysis for complex data problems - 30th June, h. 11.30-12.30, room 007
| A clustering algorithm for multivariate big data with correlated components | |
| Giacomo Aletti, Alessandra Micheletti |
| How to read sustainability reporting through variation’s analysis based on GPI: a comparative econometric approach | |
| Margaret Antonicelli, Vito Flavio Covella |
| Copula-based segmentation of environmental time series with linear and circular components | |
| Francesco Lagona |
| Bootstrap group penalty for high-dimensional regression models | |
| Valentina Mameli, Debora Slanzi, Irene Poli |
| Causal analysis of Cell Transformation Assays | |
| Federico Mattia Stefanini |
CON. 15 - Estimation and inference for complex models - 30th June, h. 11.30-12.30, room 013
| A Multiscale Approach to Manifold Estimation | |
| Alessandro Lanteri, Mauro Maggioni |
| Asymptotically Efficient Estimation in Measurement Error Models | |
| Catia Scricciolo |
| Estimation and Inference of Skew Stable distributions using the Multivariate Method of Simulated Quantiles | |
| Paola Stolfi, Mauro Bernardi, Lea Petrella |
| Accounting for measurement error in small area models: a study on generosity | |
| Silvia Polettini, Serena Arima |
| Pairwise Likelihood Inference for Parameter-Driven Models | |
| Xanthi Pedeli, Cristiano Varin |
CON. 16 - Statistical analysis and modelling of functional data - 30th June, h. 11.30-12.30, room 014
| Functional Biclustering: New Biclustering methods for functional data | |
| Jacopo Di Iorio, Simone Vantini |
| Monitoring ship performance via multi-way partial least-squares analysis of functional data | |
| Antonio Lepore, Biagio Palumbo, Christian Capezza |
| Functional principal component analysis of quantile curves | |
| Mariantonietta Ruggieri, Francesca Di Salvo, Antonella Plaia |
| Knowledge mapping by a functional data analysis of scientific articles databases | |
| Matilde Trevisani, Arjuna Tuzzi |
CON. 17 - Statistical analysis in the social sciences - 30th June, h. 11.30-12.30, room 001
| Indicators for the representativeness of survey response as well as convenience samples | |
| Emilia Rocco |
| Employment study methodologies of Italian graduates through the data linkage of administrative archives and sample surveys | |
| Claudio Ceccarelli, Silvia Montagna, Francesca Petrarca |
| Eurostat's methodological network: Skills mapping for a collaborative statistical office | |
| Agne Bikauskaite, Dario Buono |
| Key-indicators for maternity hospitals and newborn readmission in Sicily | |
| Mauro Ferrante, Giovanna Fantaci, Anna Maria Parroco, Anna Maria Milito, Salvatore Scondotto |
| A sampling design for the evaluation of earthquake vulnerability of the residential buildings in Florence | |
| Emilia Rocco, Bruno Bertaccini, Giulia Biagi, Andrea Giommi |
SPE. 17 - Nowcasting@work - 30th June, h. 14.15-15.45, room 004
| Big Data Econometrics: Nowcasting and early Estimates | XML |
| George Kapetanios, Massimiliano Marcellino |
| The new Euromind: an advanced monthly indicator of economic activity for the Euro Area | |
| Gian Luigi Mazzi, Tommaso Proietti |
| Surfing on quarterly flash estimates | XML |
| Fabio Bacchini |
SPE. 18 -AISP:Grabbing elusive populations & demographic behaviors by socialmedia data - 30th June,h.14.15-15.45, r.013
| Using Twitter data for Population Estimates | |
| Dilek Yildiz, Jo Munson, Agnese Vitali, Ramine Tinati, Jennifer Holland |
| Happy parents' tweets | |
| Letizia Mencarini, Viviana Patti, Mirko Lai, Emilio Sulis |
| Social Sensing and Official Statistics: call data records and social media sentiment analysis | |
| Emilio Sulis |
SPE. 19 - Methods & applications for the treatment of BigData in strategic fields - 30th June, h. 14.15-15.45, room 001
| Methods and applications for the treatment of Big Data in strategic fields | |
| Antonino Mazzeo, Flora Amato |
| Big Data will transform mobile payments? | |
| Gianluca Pepe |
| Model learning for distributed social network analysis | |
| Dario Carotenuto |
FenStatS - Best practices in statistics. A European approach - 30th June, h. 14.15-15.45, room 018
| Presentation of Fenstat | |
| Maurizio Vichi |
| Accrediting professional statistician. The state of art in Italy and the development prospects in Europe | |
| Luigi Pieri |
| Testimonials and experiences | |
| Raffaele Miele, Ronald L. Wassertein |
ROUNDTABLE SESSION -Data & information communication in the emerging digital landscape-30 June, h. 15.45-16.45, room 018
| Moderator | |
| Felicia Pelagalli |
| Participants | |
| Emanuele Baldacci, Marco Castelnuovo, Federico Ferrazza |
PROGRAM UPDATES
| PROGRAM UPDATES | |
| SIS 2017 |