fdasrvf: Elastic Functional Data Analysis

Performs alignment, PCA, and modeling of multidimensional and unidimensional functions using the square-root velocity framework (Srivastava et al., 2011 <arXiv:1103.3817> and Tucker et al., 2014 <DOI:10.1016/j.csda.2012.12.001>). This framework allows for elastic analysis of functional data through phase and amplitude separation.

Getting started

Package details

AuthorJ. Derek Tucker [aut, cre] (<https://orcid.org/0000-0001-8844-2169>), Aymeric Stamm [ctb] (<https://orcid.org/0000-0002-8725-3654>)
MaintainerJ. Derek Tucker <jdtuck@sandia.gov>
LicenseGPL-3
Version2.1.0
URL https://github.com/jdtuck/fdasrvf_R
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("fdasrvf")

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fdasrvf documentation built on Nov. 19, 2023, 1:09 a.m.