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) <doi:10.48550/arXiv.2203.10522> for details.
Version: 0.1.7 Imports: elasdics, utils, graphics, stats, splines, mgcv, sparseFLMM, orthogonalsplinebasis Suggests: knitr, covr, testthat (≥ 3.0.0), rmarkdown, shapes Published: 2023-08-21 DOI: 10.32614/CRAN.package.elastes Author: Manuel Pfeuffer [aut, cre], Lisa Steyer [aut], Almond Stoecker [aut] Maintainer: Manuel Pfeuffer <manuel.pfeuffer at hu-berlin.de> BugReports: https://github.com/mpff/elastes/issues License: GPL (≥ 3) URL: https://mpff.github.io/elastes/, https://github.com/mpff/elastes NeedsCompilation: no Language: en-US Citation: elastes citation info Materials: README NEWS In views: FunctionalData CRAN checks: elastes results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=elastes to link to this page.
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