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Bayesian size-and-shape regression modelling

Authors :
Di Noia, Antonio
Mastrantonio, Gianluca
Lasinio, Giovanna Jona
Publication Year :
2023

Abstract

Building on Dryden et al. (2021), this note presents the Bayesian estimation of a regression model for size-and-shape response variables with Gaussian landmarks. Our proposal fits into the framework of Bayesian latent variable models and allows a highly flexible modelling framework.

Subjects

Subjects :
Statistics - Methodology

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2303.06661
Document Type :
Working Paper
Full Text :
https://doi.org/10.1016/j.spl.2023.109928
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