CRAN/E | fdasrvf

fdasrvf

Elastic Functional Data Analysis

Installation

About

Performs alignment, PCA, and modeling of multidimensional and unidimensional functions using the square-root velocity framework (Srivastava et al., 2011 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.

github.com/jdtuck/fdasrvf_R
Bug report File report

Key Metrics

Version 2.2.0
R ≥ 4.3.0
Published 2024-01-24 86 days ago
Needs compilation? yes
License GPL-3
CRAN checks fdasrvf results

Downloads

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Maintainer

Maintainer

J. Derek Tucker

jdtuck@sandia.gov

Authors

J. Derek Tucker

aut / cre

Aymeric Stamm

ctb

Material

README
NEWS
Reference manual
Package source

In Views

FunctionalData

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

fdasrvf archive

Depends

R ≥ 4.3.0

Imports

cli
coda
doParallel
fields
foreach
lpSolve
Matrix
mvtnorm
Rcpp
rlang
tolerance
viridisLite

Suggests

covr
interp
plot3D
plot3Drgl
rgl
testthat ≥ 3.0.0
withr

LinkingTo

Rcpp
RcppArmadillo

Reverse Imports

fdacluster