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 <jdtuck@sandia.gov>
MaintainerJ. Derek Tucker <jdtuck@sandia.gov>
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the fdasrvf package in your browser

Any scripts or data that you put into this service are public.

fdasrvf documentation built on May 7, 2021, 5:07 p.m.