Bayesian hierarchical copula models with a dirichlet-laplace prior

HIGHLIGHTS

  • who: Paolo Onorati and Brunero Liseo from the The Department MEMOTEF, Sapienza University of Rome, Roma, Italy have published the research work: Bayesian Hierarchical Copula Models with a Dirichlet-Laplace Prior, in the Journal: Stats 2022, 5, 1062-1078. of /2022/
  • what: Both the above proposals might be impractical: in the first case, the posterior is simply not proper (as the authors show in the Appendix A); in the second case, the use of small parameters of the inverse Gamma priors simply hides the problem without actually solving it; see for example Berger . The authors . . .

     

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