Advances in Bayesian Nonparametrics
| Flexible modelling of heterogeneous populations of networks: a Bayesian nonparametric approach | |
| Francesco Barile, Simon Lunagomez, Bernardo Nipoti |
Advances in Directional Statistics
| Segmenting toroidal time series by nonhomogeneous hidden semi-Markov models | |
| Francesco Lagona, Marco Mingione |
Contributed papers
| Bayesian aggregation of crowd judgments for quantitative fact checking | |
| Michele Lambardi di San Miniato, Michela Battauz, Ruggero Bellio, Paolo Vidoni |
| New tour methods for visualizing high-dimensional data | |
| Ursula Laa, Dianne Cook |
| Model-based clustering for torus data | |
| Luca Greco, Antonio Lucadamo, Claudio Agostinelli |
| SARIMA models with multiple seasonality | |
| Luisa Bisaglia, Francesco Lisi |
| Multi-level stochastic blockmodels for multiplex networks | |
| Maria Francesca Marino, Matteo Sani, Monia Lupparelli |
| SUPERVISED CLASSIFICATION OF CURVES BY FUNCTIONAL DATA ANALYSIS: AN APPLICATION TO NEUROMARKETING DATA | |
| salvatore Latora, Luigi Augugliaro |
| K-MEANS CLUSTERING – NEW VARIATIONS | |
| Andrzej Sokolowski, Malgorzata Markowska, Maciej Laburda |
Functional and Object-oriented Data Analysis
| Sparse clustering for functional data | |
| Fabio Centofanti, Antonio Lepore, Biagio Palumbo |
| Nonparametric local inference for functional data defined on manifold domains | |
| Niels Lundtorp Olsen, Alessia Pini, Simone Vantini |
IBS Session - Statistical methods for the analysis of health problems
| CAUSAL INFERENCE ON THE IMPACT OF EXTREME AMBIENT TEMPERATURES ON POPULATION HEALTH | |
| Michela Baccini, Alessandra Mattei, Giulio Biscardi, Aitana Lertxundi, Elena Degli Innocenti |
Latent Variable and Hidden Markov Models for Big Data Analytics
| How to build your latent Markov model: the role of time and space | |
| Roland Langrock, Sina Mews |
Measurement Uncertainty in Complex Models
| An R Package for Multilevel Latent Class Analysis with Covariates | |
| Johan Lyrvall |
Networks and Higher-Order Networks Data Analysis and Applications
| TESTING GRAPH CLUSTERABILITY: A DENSITY BASED STATISTICAL TEST FOR DIRECTED GRAPHS | |
| Houyem Demni, Pierre Miasnikof, Alexander Y. Shestopaloff, Cristian Bravo, Yuri Lawryshyn |
Performance Estimation and Players’ Classification: An Overlook Into Sports Analytics
| Estimation of Teams' Strength for Handball Games Predictions | Untitled |
| Florian Felice, Christophe Ley |
Statistical Learning Methods in Finance and Business
| The comparative analysis of publication activity in Hungary and Poland in the field of economics, finance and business | |
| Pawe? Lula, Zsuzsanna Géring, Magdalena Talaga, Réka Tamássy |