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gmtFD: General Multiple Tests for Univariate and Multivariate Functional Data

The multiple contrast tests for univariate were proposed by Munko, Ditzhaus, Pauly, Smaga, and Zhang (2023) <doi:10.48550/arXiv.2306.15259>. Recently, they were extended to the multivariate functional data in Munko, Ditzhaus, Pauly, and Smaga (2024) <doi:10.48550/arXiv.2406.01242>. These procedures enable us to evaluate the overall hypothesis regarding equality, as well as specific hypotheses defined by contrasts. In particular, we can perform post hoc tests to examine particular comparisons of interest. Different experimental designs are supported, e.g., one-way and multi-way analysis of variance for functional data.

Version: 0.1.0
Imports: Rcpp (≥ 1.0.11), doParallel, MASS, foreach, Matrix, GFDmcv, fda
LinkingTo: Rcpp, RcppArmadillo
Published: 2024-06-10
DOI: 10.32614/CRAN.package.gmtFD
Author: Marc Ditzhaus [aut], Merle Munko [aut], Markus Pauly [aut], Lukasz Smaga [aut, cre]
Maintainer: Lukasz Smaga <ls at amu.edu.pl>
License: LGPL-2 | LGPL-3 | GPL-2 | GPL-3
NeedsCompilation: yes
In views: FunctionalData
CRAN checks: gmtFD results

Documentation:

Reference manual: gmtFD.pdf

Downloads:

Package source: gmtFD_0.1.0.tar.gz
Windows binaries: r-devel: gmtFD_0.1.0.zip, r-release: gmtFD_0.1.0.zip, r-oldrel: gmtFD_0.1.0.zip
macOS binaries: r-release (arm64): gmtFD_0.1.0.tgz, r-oldrel (arm64): gmtFD_0.1.0.tgz, r-release (x86_64): gmtFD_0.1.0.tgz, r-oldrel (x86_64): gmtFD_0.1.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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