Functional registration and local variations: identifiability, rank, and tuning

DOI10.3150/20-BEJ1267zbMath1469.62425arXiv1702.03556OpenAlexW3155648039MaRDI QIDQ2040054

Anirvan Chakraborty, Victor M. Panaretos

Publication date: 9 July 2021

Published in: Bernoulli (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1702.03556

zbMATH Keywords

warpingfunctional data analysissynchronisationphase variation

Mathematics Subject Classification ID

Functional data analysis (62R10) Nonparametric estimation (62G05)

Related Items (1)

Nonlinear mixed effects modeling and warping for functional data using B-splines

Uses Software

• fda (R)
• KernSmooth
• pchip

Cites Work

• Unnamed Item
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• Synchronizing sample curves nonparametrically
• Nonparametric registration to low-dimensional function spaces
• Curve alignment by moments
• Functional data analysis.
• Nonparametric Maximum Likelihood Estimation for Shifted Curves
• Combining Registration and Fitting for Functional Models
• Pairwise curve synchronization for functional data
• Nonparametric maximum likelihood estimation of the structural mean of a sample of curves
• Monotone Piecewise Cubic Interpolation
• Curve Registration
• Curve Registration by Local Regression
• A Multiresolution Approach to Time Warping Achieved by a Bayesian Prior–Posterior Transfer Fitting Strategy
• Self-Modelling Warping Functions
• Functional Convex Averaging and Synchronization for Time-Warped Random Curves

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