Abstract
Bayesian updating in restricted parameter spaces.•Construction of singular priors for graphical linear models.•Posterior ranking methodology characterizing the variability in the posterior distribution.•The machinery of computing posterior distribution in PCD models with and without covariates.
Original language | English |
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Article number | 107481 |
Journal | Computational Statistics and Data Analysis |
Volume | 172 |
Issue number | 1 |
State | Published - 1 Aug 2022 |
Bibliographical note
Funding Information:The research of Ori Davidov is supported by the Israel Science Foundation Grant No. 456/17 and gratefully acknowledged. The research was conducted while Prince P Osei was a Postdoctoral Fellow at the Department of Statistics of the University of Haifa.
Funding Information:
The research of Ori Davidov is supported by the Israel Science Foundation Grant No. 456/17 and gratefully acknowledged. The research was conducted while Prince P Osei was a Postdoctoral Fellow at the Department of Statistics of the University of Haifa.
Publisher Copyright:
© 2022 Elsevier B.V.