Statistical regression analysis of functional and shape data

DOI10.1080/02664763.2019.1669541OpenAlexW2976970838MaRDI QIDQ5036963

Jingyong Su, Li Sun, Guofeng Cao, Mengmeng Guo

Publication date: 25 February 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2019.1669541

zbMATH Keywords

Riemannian manifoldsshape analysisPCAfunctional regressionsquare-root velocity function

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Uses Software

• fda (R)

Cites Work

• Unnamed Item
• On shape of plane elastic curves
• Functional data analysis
• Functional data analysis of amplitude and phase variation
• Functional linear model
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• Geodesic regression and the theory of least squares on Riemannian manifolds
• Detection, classification and estimation of individual shapes in 2D and 3D point clouds
• Generalized functional linear models
• Statistical analysis of trajectories on Riemannian manifolds: bird migration, hurricane tracking and video surveillance
• Approximation spline de la prevision d'un processus fonctionnel autorégressif d'ordre 1
• The Fréchet mean shape and the shape of the means
• Computational anatomy: an emerging discipline
• On Consistency and Sparsity for Principal Components Analysis in High Dimensions

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