ORCID
Universidade Estadual de Campinas (UNICAMP). Instituto de Matemática, Estatística e Computação Científica (IMECC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Gabriel Vieira Cardoso in research grants and scholarships supported by FAPESP.
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Spatial covariance models have in general dense matrices. Therefore, estimation and prediction depend on approximations. This problem is a major concern in hierarchical models, such as the Poisson regression. We are going to study new approaches of approximate inference based upon Pólya-Gamma variables augmented likelihood via Hamiltonian Monte Carlo. We aim to provide concrete performanc…
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