A Bayesian approach to statistical shape analysis via the projected normal distribution

DOI10.1214/18-BA1113zbMath1416.62371WikidataQ129648431 ScholiaQ129648431MaRDI QIDQ1738140

Luis Gutiérrez, Eduardo Gutiérrez-Peña, Ramsés H. Mena

Publication date: 29 March 2019

Published in: Bayesian Analysis (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ba/1529719227

zbMATH Keywords

identifiabilityshape regressionmedical imageBookstein coordinates

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Image analysis in multivariate analysis (62H35)

Related Items (3)

Bayesian size-and-shape regression modelling ⋮ Multivariate and regression models for directional data based on projected Pólya trees ⋮ A Bayesian approach to statistical shape analysis via the projected normal distribution

Uses Software

• R
• CircStats
• circular
• Ebimage
• StereoMorph

Cites Work

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• Topics in Circular Statistics
• Statistical Shape Analysis, with Applications in R
• General shape distributions in a plane
• A Predictive Approach to Model Selection
• Statistical Modeling of Curves Using Shapes and Related Features
• The Complex Watson Distribution and Shape Analysis

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