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Posterior moments and quantiles for the normal location model with Laplace prior.

Authors :
De Luca, Giuseppe
Magnus, Jan R.
Peracchi, Franco
Source :
Communications in Statistics: Theory & Methods. 2021, Vol. 50 Issue 17, p4039-4049. 11p.
Publication Year :
2021

Abstract

We derive explicit expressions for arbitrary moments and quantiles of the posterior distribution of the location parameter η in the normal location model with Laplace prior, and use the results to approximate the posterior distribution of sums of independent copies of η. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
50
Issue :
17
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
152456530
Full Text :
https://doi.org/10.1080/03610926.2019.1710756