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10/08/2021
A New Data Integration Framework for Covid-19 Social Media Information
The Covid-19 pandemic presents a serious threat to people's health, resu...
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09/22/2021
Bayesian Nonparametric Modelling of Conditional Multidimensional Dependence Structures
In recent years, conditional copulas, that allow dependence between vari...
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04/05/2021
Social Media Integration of Flood Data: A Vine Copula-Based Approach
Floods are the most common and among the most severe natural disasters i...
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03/04/2021
Approximate Bayesian Conditional Copulas
Copula models are flexible tools to represent complex structures of depe...
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11/01/2019
Bayesian Multivariate Nonlinear State Space Copula Models
In this paper we propose a flexible class of multivariate nonlinear non-...
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09/06/2019
A Pólya-Gamma Sampler for a Generalized Logistic Regression
In this paper we introduce a novel Bayesian data augmentation approach f...
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03/20/2019