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ANTONINO ABBRUZZO

Curriculum and Research

Subjects

Academic Year Subject identification code Subject name ECTS Course of study
2023/2024 21225 BAYESIAN STATISTICS (MODULO) 3 STATISTICA E DATA SCIENCE
2023/2024 06660 STATISTICA COMPUTAZIONALE E SOFTWARE ST. 8 SCIENZE ECONOMICHE E FINANZIARIE
2023/2024 20665 STOCHASTIC NETWORKS (MODULO) 3 STATISTICA E DATA SCIENCE

Publications

Date Title Type Record
2024 Longitudinal mediation analysis through generalised linear mixed models: a comparison of maximum-likelihood and Bayesian estimation Articolo in rivista Go to
2023 GPS data on tourists: a spatial analysis on road networks Articolo in rivista Go to
2022 Socio-economic deprivation and COVID-19 infection: a Bayesian spatial modelling approach Contributo in atti di convegno pubblicato in volume Go to
2022 Bayesian causal mediation analysis through linear mixed-effect models Contributo in atti di convegno pubblicato in volume Go to
2022 Socio-economic inequality, interregional mobility and mortality among cancer patients: A mediation analysis approach Articolo in rivista Go to
2022 Networks as mediating variables: a Bayesian latent space approach Articolo in rivista Go to
2022 Inhomogeneous spatio-temporal point processes on linear networks for visitors' stops data Articolo in rivista Go to
2022 Hierarchical Bayesian models for analysing fish biomass data. An application to Parapenaeus longirostris biomass data Contributo in atti di convegno pubblicato in volume Go to
2021 Integrating functional traits into correlative species distribution models to investigate the vulnerability of marine human activities to climate change Articolo in rivista Go to
2021 Model selection procedure for mixture hidden Markov models Contributo in atti di convegno pubblicato in volume Go to
2021 Identification and modeling of stop activities at the destination from GPS tracking data Contributo in atti di convegno pubblicato in volume Go to
2021 Spatio-temporal analysis of the Covid-19 spread in Italy by Bayesian hierarchical models Contributo in atti di convegno pubblicato in volume Go to
2021 Analysis of clickstream data with mixture hidden markov models Contributo in atti di convegno pubblicato in volume Go to
2021 Determinants of spatial intensity of stop locations on cruise passengers tracking data Capitolo o Saggio Go to
2021 Spatio-temporal spread pattern of Covid-19 in Italy Articolo in rivista Go to
2021 Sea Surface Temperature Effects on the Mediterranean Marine Ecosystem: a Semiparametric Model Approach Contributo in atti di convegno pubblicato in volume Go to
2021 A pre-processing and network analysis of GPS tracking data Articolo in rivista Go to
2020 Interregional mobility, socio-economic inequality and mortality among cancer patients Contributo in atti di convegno pubblicato in volume Go to
2020 Spatial seismic point pattern analysis with Integrated Nested Laplace Approximation Contributo in atti di convegno pubblicato in volume Go to
2020 Analysing the mediating role of a network: a Bayesian latent space approach Contributo in atti di convegno pubblicato in volume Go to
2020 l1-Penalized censored Gaussian graphical model Articolo in rivista Go to
2019 Identification of points of attraction and network analysis for GPS tracking data Capitolo o Saggio Go to
2019 Density-based Algorithm and Network Analysis for GPS Data Contributo in atti di convegno pubblicato in volume Go to
2019 Selecting the tuning parameter in penalized Gaussian graphical models Articolo in rivista Go to
2019 Hydrological post-processing based on approximate Bayesian computation (ABC) Articolo in rivista Go to
2018 Book of Short Papers SIS 2018 Curatela Go to
2018 Approximate Bayesian Computation for Forecasting in Hydrological models Contributo in atti di convegno pubblicato in volume Go to
2018 An innovative way to highlight the power of each polymorphism on elite athletes phenotype expression Articolo in rivista Go to
2017 Graphical models for estimating network determinants of multi-destination trips in Sicily Articolo in rivista Go to
2017 The premium price for Italian red wines in new world wine consuming countries: the case of the Russian market Articolo in rivista Go to
2017 Tourism statistics Voce (in dizionario o enciclopedia) Go to
2016 Operational and financial performance of Italian airport companies: A dynamic graphical model Articolo in rivista Go to
2016 Model selection for factorial Gaussian graphical models with an application to dynamic regulatory networks Articolo in rivista Go to
2016 Penalized linear discriminant analysis and Discrete AdaBoost to distinguish human hair metal profiles: The case of adolescents residing near Mt. Etna Articolo in rivista Go to
2015 Asthma control, severity and lung function impairment through network analysis in children Abstract in rivista Go to
2015 An innovative way to highlight the power of each polymorphism on the elite athletes phenotype expression eedings Go to
2015 Italian wines in the new world wine consumers countries: the case of the Russian market eedings Go to
2014 Robustness of dynamic gene regulatory networks in Neisseria Contributo in atti di convegno pubblicato in volume Go to
2014 Dynamic factorial graphical models for dynamic networks Articolo in rivista Go to
2014 Inferring networks from high-dimensional data with mixed variables Contributo in atti di convegno pubblicato in volume Go to
2014 Inferring slowly changing dynamic gene-regulatory networks Articolo in rivista Go to
2014 A computationally fast alternative to cross-validation in penalized Gaussian graphical models Articolo in rivista Go to
2014 Determinants of individual tourist expenditure as a network: Empirical findings from Uruguay Articolo in rivista Go to
2014 Scad-elastic net and the estimation of individual tourism expenditure determinants Articolo in rivista Go to
2014 Dynamic Gaussian graphical models for modelling genomic networks Contributo in atti di convegno pubblicato in volume Go to
2014 Cyclic coordinate for penalized Gaussian graphical models with symmetry restriction Contributo in atti di convegno pubblicato in volume Go to
2013 Model selection for penalized Gaussian Graphical Models Contributo in atti di convegno pubblicato in volume Go to
2013 Probiotics, prebiotics and symbiotics in inflammatory bowel diseases: state-of-the-art and new insights Articolo in rivista Go to
2013 INFERRING GENE NETWORKS FROM MICROARRAY WITH GRAPHICAL MODELS Contributo in atti di convegno pubblicato in volume Go to
2012 Graphical models for estimating dynamic networks Tesi di dottorato pre 2013 Go to
2012 Graphical models for estimating dynamic networks. Tesi di dottorato pre 2013 Go to
2010 Sparse model-based network inference using Gaussian graphical models Contributo in atti di convegno pubblicato in volume Go to