Anatomical curve identification

DOI10.1016/j.csda.2014.12.007zbMath1468.62031OpenAlexW1994199048WikidataQ35376298 ScholiaQ35376298MaRDI QIDQ1663327

Stanislav Katina, Denise Brown, Joanna Smith, Adrian W. Bowman

Publication date: 21 August 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2014.12.007

zbMATH Keywords

smoothingprincipal componentsshape analysisprincipal curveschange-pointP-splinesanatomy

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Factor analysis and principal components; correspondence analysis (62H25) Density estimation (62G07)

Related Items (1)

A hierarchical curve-based approach to the analysis of manifold data

Uses Software

• R
• fda (R)
• geometry
• gamair
• princurve

Cites Work

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• Residual variance and residual pattern in nonlinear regression
• Robust Locally Weighted Regression and Smoothing Scatterplots
• Principal Curves
• A Case Study in Pharmacologic Colon Imaging Using Principal Curves in Single-Photon Emission Computed Tomography

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