Brunero Liseo

Pubblicazioni

Titolo Pubblicato in Anno
Reconstruction of dispersal patterns of hypervirulent meningococcal strains of serogroup C:cc11 by phylogenomic time trees JOURNAL OF CLINICAL MICROBIOLOGY 2019
Population size estimation from incomplete multisource lists: A Bayesian perspective on latent class modelling proceeding 62nd ISI World Statistic Congress 2019 Special Topic Session vol.4 2019
Bayesian estimate of population count with false captures: a latent class approach 2019
Copule condizionate: applicazione nel calcolo del value-at-risk ANNALI DEL DIPARTIMENTO DI METODI E MODELLI PER L'ECONOMIA, IL TERRITORIO E LA FINANZA .... 2019
Analysis of paediatric visual acuity using Bayesian copula models with sinh-arcsinh marginal densities STATISTICS IN MEDICINE 2019
New methods for small area estimation with linkage uncertainty INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 2018
Emergenza abitativa e baracche a Roma tra le due guerre Istituzioni, disuguaglianze, economia in Italia. Una visione diacronica 2018
Prior distributions for objective Bayesian analysis BAYESIAN ANALYSIS 2018
Portfolio Diversification Strategy Via Tail-Dependence Clustering and ARMA-GARCH Vine Copula Approach AUSTRALIAN ECONOMIC PAPERS 2018
Generalized Bayesian Record Linkage and Regression with Exact Error Propagation Privacy in Statistical Databases UNESCO Chair in Data Privacy, International Conference, PSD 2018, Valencia, Spain, September 26–28, 2018, Proceedings 2018
Objective Bayesian analysis for the multivariate skew-t model STATISTICAL METHODS & APPLICATIONS 2018
Modelling preference data with the Wallenius distribution JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY 2018
A stochastic estimated version of the Italian dynamic General Equilibrium Model (IGEM) Working papers 2018
Bayesian Inference for a Finite Population Total Using Linked Data Soft Methods for Data Science 2017
Multivariate Fay-Herriot Hierarchical Bayesian Estimation of Small Area means under Functional Measurement Error JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A, STATISTICS IN SOCIETY 2017
Approximate Bayesian inference in semiparametric copula models BAYESIAN ANALYSIS 2017
Approximate Bayesian methods for multivariate and conditional copulae Soft Methods for Data Science 2017
Bayesian Nonparametric Methods for Record linkage Proceedings of the 48th SIS Scientific Meeting of the Italian Statistical Society 2016
Bayesian Regression Analysis with Linked and Duplicated Data CLADAG 2015 10th Scientific meeting of the classification and data analysis group of the italian statistical society. Book of Abstracts 2016
Approximate Bayesian Quantile Regression for Panel Data Contributions to Statistics Advances in Complex Data Modeling and Computational Methods in Statistics 2015

ERC

  • PE1_13
  • PE1_14
  • SH1_6

KET

  • Big data & computing

Interessi di ricerca

Modelli statistici per dati complessi 

I campi di ricerca hanno riguardato:

lo sviluppo di metodologie bayesiane basate su distribuzioni a priori oggettive.

le estensioni della distribuzione normale per tenere conto di eventuali asimmetrie 

analisi di processi stocastici con memoria lunga

Teoria e applicazioni delle copule 

Statistica ufficiale e metodi probabilistici di integrazione di basi di dati 

 

 

 

Keywords

Bayesian statistics
inference for stochastic processes
Copulas
Gaussian Process Regression

Progetti di Ricerca

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