Presentations and Authors

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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. Rodríguez-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

Felicia Pelagalli
Emanuele Baldacci, Marco Castelnuovo, Federico Ferrazza


SIS 2017

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