Package: elastes 0.1.7.9000

elastes: Elastic Full Procrustes Means for Sparse and Irregular Planar Curves

Provides functions for the computation of functional elastic shape means over sets of open planar curves. The package is particularly suitable for settings where these curves are only sparsely and irregularly observed. It uses a novel approach for elastic shape mean estimation, where planar curves are treated as complex functions and a full Procrustes mean is estimated from the corresponding smoothed Hermitian covariance surface. This is combined with the methods for elastic mean estimation proposed in Steyer, Stöcker, Greven (2022) <doi:10.1111/biom.13706>. See Stöcker et. al. (2022) <arxiv:2203.10522> for details.

Authors:Manuel Pfeuffer [aut, cre], Lisa Steyer [aut], Almond Stoecker [aut]

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elastes.pdf |elastes.html
elastes/json (API)
NEWS

# Install 'elastes' in R:
install.packages('elastes', repos = c('https://mpff.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mpff/elastes/issues

Pkgdown site:https://mpff.github.io

On CRAN:

Conda:

3.70 score 1 stars 7 scripts 178 downloads 3 exports 68 dependencies

Last updated 2 years agofrom:1532ed3093. Checks:3 OK, 6 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 20 2025
R-4.5-winNOTEMar 20 2025
R-4.5-macNOTEMar 20 2025
R-4.5-linuxNOTEMar 20 2025
R-4.4-winNOTEMar 20 2025
R-4.4-macNOTEMar 20 2025
R-4.4-linuxNOTEMar 20 2025
R-4.3-winOKMar 20 2025
R-4.3-macOKMar 20 2025

Exports:compute_elastic_shape_meanget_evalsget_procrustes_fit

Dependencies:abindashbitopsbootcliclustercolorspacedata.tabledeSolveelasdicsfansifarverfdafdsFNNgamm4ggplot2gluegrpreggtablehdrcdeisobandkernlabKernSmoothkslabelinglatticelifecyclelme4locfitmagicmagrittrMASSMatrixmclustmgcvminqamulticoolmunsellmvtnormnlmenloptrnumDerivorthogonalsplinebasispbspcaPPpillarpkgconfigpracmaR6rainbowrbibutilsRColorBrewerRcppRcppEigenRCurlRdpackreformulasrefundrlangRLRsimscalessparseFLMMtibbleutf8vctrsviridisLitewithr

How to estimate elastic shape means with elastes

Rendered fromelastes.Rmdusingknitr::rmarkdownon Mar 20 2025.

Last update: 2022-07-02
Started: 2022-06-29