Bayesian size-and-shape regression modelling
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Date
2024-01
Publication Type
Journal Article
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yes
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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, potentially, allows for a highly flexible modelling framework.
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published
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Journal / series
Volume
204
Pages / Article No.
109928
Publisher
Elsevier
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Subject
Bayesian models; Size-and-shape; Latent variables; Statistics on manifolds
Organisational unit
08845 - Balabdaoui, Fadoua (Tit.-Prof.) / Balabdaoui, Fadoua (Tit.-Prof.)
02537 - Seminar für Statistik (SfS) / Seminar for Statistics (SfS)
02000 - Dep. Mathematik / Dep. of Mathematics