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| Topic Modeling for the travel and tourism industry: classical and innovative methods compared Author(s) Fabrizio Di Mari |
"Demographic change and sustainability: novel approaches from digital and computational demography"
Sustainability is a multidimensional concept that encompasses the natural, economic and social environments. This talk highlights recent advances in digital and computational demography with respect to (i) leveraging digital trace data to measure the impact of natural disasters on demographic outcomes; (ii) repurposing large-scale bibliometric data to assess the sustainability of the global system of mobility of scientists; (iii) exploiting simulation approaches to assess the impact of demographic change on the sustainability of care needs and family structures.
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| An Importance Sampling Algorithm For Bayesian Logistic Regression with Independent Gaussian Scale Mixture Prior Author(s) Brunero Liseo Paolo Onorati |
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| Bayesian analysis of Amazon's best-selling books via finite nested mixture models Author(s) Laura D'Angelo Francesco Denti |
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| Binomial Extended Stochastic Block Model for Brain Networks Author(s) Raffaele Argiento Valentina Ghidini Sirio Legramanti |
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| Detecting latent spatial patterns in mass spectrometry brain imaging data via Bayesian mixtures Author(s) Giulia Capitoli Francesco De Caro Simone Colombara Alessia Cotroneo Francesco Denti Riccardo Morandi Chiara Schembri Alfredo Gimenez Zapiola |
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| Efficient expectation propagation for high-dimensional probit models Author(s) Niccolò Anceschi Augusto Fasano Beatrice Franzolini Giovanni Rebaudo |
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| Model-based clustering of non-stationary time series with common historical change times Author(s) Wasiur Khuda Bukhsh Riccardo Corradin Luca Danese Andrea Ongaro |
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| A functional Ground Motion Model for Italy built with a weighted analysis of reconstructed seismic curves Author(s) Teresa Bortolotti Giovanni Lanzano Alessandra Menafoglio Riccardo Peli Sara Sgobba |
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| Conditional Gaussian Graphical Models for Functional Variables whit Partial Separabile Operators Author(s) Luigi Augugliaro Rita Fici Gianluca Sottile |
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| Does the Inflation Factor need tuning? Simulation-based adjustment for Outlier Detection via the Functional Boxplot Author(s) Andrea Cappozzo Francesca Ieva Annachiara Rossi |
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| Functional Graphical Models to map Brexit debate on Twitter Author(s) Lara Fontanella Emiliano Del Gobbo Nicola Pronello |
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| Measuring Dependence in Multivariate Functional Datasets Author(s) Francesca Ieva Anna Maria Paganoni Michael Ronzulli |
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| Robust Statistical Process Monitoring of Multivariate Functional Data Author(s) Christian Capezza Fabio Centofanti Antonio Lepore Biagio Palumbo |
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| The effects of mobility restrictions on public health: a functional data analysis for Italy over the years 2020 and 2021 Author(s) Giovanni Bonaccorsi Francesca Ieva Veronica Mazzola Piercesare Secchi |
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| A vocabulary-based approach for risk detection in textual annotations of contracts of public procurement Author(s) Giulio Cantone Michela Gnaldi Simone Del Sarto |
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| Explainable Machine Learning based on Group Equivariant Non-Expansive Operators (GENEOs). Protein pocket detection: a case study Author(s) Andrea Beccari Giovanni Bocchi Patrizio Frosini Filippo Lunghini Alessandra Micheletti Alessandro Pedretti Carmine Talarico |
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| Hedging global currency risk with factorial machine learning models Author(s) Paolo Pagnottoni Alessandro Spelta |
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| InstanceSHAP: An instance-based estimation approach for Shapley values Author(s) Golnoosh Babaei Paolo Giudici |
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| Networks & Nature Based Solutions: an application for Milan hydric resources Author(s) Alessia Forciniti Emma Zavarrone |
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| The Roe v. Wade sentence: an analysis of tweets trough Symmetric Non-Negative Matrix Factorization Author(s) Maria Gabriella Grassia Marina Marino Rocco Mazza Agostino Stavolo |
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| A comparison of different techniques for handling missing covariate values in propensity score methods Author(s) Alessandra Brazzale Omar Paccagnella Anna Zanovello |
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| A New Penalized Estimator for Sparse Inference in Gaussian Graphical Models: An Adaptive Non-Convex Approach Author(s) Luigi Augugliaro Daniele Cuntrera Vito Muggeo |
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| A tool for assessing weak identifiability of statistical models Author(s) Francesco Denti Antonietta Mira Antonio Di Noia |
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| Computing Highest Density Regions with Copulae Author(s) Nina Deliu Brunero Liseo |
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| Parameter estimation via Indirect Inference for multivariate Wrapped Normal distributions Author(s) Anna Gottard Francesca Labanca |
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| Sequential marginal likelihood selection for the estimation of sparse correlation matrices Author(s) Claudia Di Caterina Davide Ferrari |
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| A Comparison of Distribution-Free Control Charts Author(s) Michele Scagliarini |
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| Characterizing Heterogeneity of Causal Effects in Air Pollution in Florida Author(s) Dafne Zorzetto |
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| Comparing three robust procedures for CANDECOMP/PARAFAC estimation Author(s) Michele Gallo Violetta Simonacci Valentin Todorov Nikolay Trendafilov |
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| Empirical likelihood confidence regions for true class fractions in a three-class setting Author(s) Gianfranco Adimari Monica Chiogna Duc Khanh To |
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| How active is a genetic pathway? Comparative analysis of post-hoc permutation-based methods Author(s) Angela Andreella Anna Vesely |
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| Non Parametric Combination methodology: a literature review on recent developments Author(s) Elena Barzizza Nicolò Biasetton Riccardo Ceccato |
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| A Quantile Regression Model to Evaluate the Performance of the Italian Courts of Law Author(s) Carlo Cusatelli Massimiliano Giacalone Eugenia Nissi |
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| A variable selection procedure based on predictive ability: a preliminary study on logistic regression Author(s) Mariarosaria Coppola Rosaria Simone |
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| Comparison of binary regressions with asymmetric link function for imbalanced data Author(s) Marcella Niglio Marialuisa Restaino Michele La Rocca |
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| New advances in Regression Forests Author(s) Mila Andreani Lea Petrella Nicola Salvati |
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| On the Optimal Non-Convexity of Penalty in Sparse Regression Models Author(s) Luigi Augugliaro Daniele Cuntrera Vito Muggeo |
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| Using expectile regression with latent variables for digital assets Author(s) Beatrice Foroni Luca Merlo Lea Petrella |
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| A Bayesian framework for early cancer screening Author(s) Jeff Miller Sally Paganin |
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| Imputing Synthetic Pseudo Data from Aggregate Data: Development and Validation for Precision Medicine Author(s) Cecilia Balocchi |
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| Linear models with assumptions-free residuals: a Bayesian Nonparametric approach. Author(s) Filippo Ascolani Valentina Ghidini |
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| Applications of data visualization for industry Author(s) Federica Bruschini Marilena Di Bari Martina Dossi Stefano Sangaletti |
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| Some Notes on the Use of the Circular Boxplot Author(s) Davide Buttarazzi Giovanni Porzio |
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| TERRA: a smart visualization tool for international trade in goods statistics Author(s) Francesco Amato Mauro Bruno Maria Serena Causo |
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| Clustering of Distributional Data based on LDQ transformation Author(s) Gianmarco Borrata Rosanna Verde |
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| Dynamic learning from data streams through the combined use of probability density functions and simplicial functional principal component analysis Author(s) Tonio Di Battista Francesca Fortuna Fabrizio Maturo |
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| Multivariate Parametric Analysis of Distributional Data Author(s) Paula Brito |
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| Labor Market Return to Refugees' Human Capital Investment: A Natural Experiment in Sweden Author(s) Eleonora Mussino |
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| Social networks and loneliness among older migrants in Italy Author(s) Viviana Amati Elisa Barbiano Di Belgiojoso Eralba Cela |
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| The Italian Decree on Security: An Analysis of the Impact on Asylum Applications Author(s) Giorgio Piccitto |
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| Adaptive combinations of tail-risk forecasts Author(s) Alessandra Amendola Vincenzo Candila Antonio Naimoli Giuseppe Storti |
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| Are Monetary Policy Announcements related to Volatility Jumps? Author(s) Giampiero Gallo Demetrio Lacava Edoardo Otranto |
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| Regularized Estimation and Prediction of the El Nino/Southern Oscillation Cycle Author(s) Alessandro Giovannelli Tommaso Proietti |