fdatest: Interval Testing Procedure for Functional Data

Implementation of the Interval Testing Procedure for functional data in different frameworks (i.e., one or two-population frameworks, functional linear models) by means of different basis expansions (i.e., B-spline, Fourier, and phase-amplitude Fourier). The current version of the package requires functional data evaluated on a uniform grid; it automatically projects each function on a chosen functional basis; it performs the entire family of multivariate tests; and, finally, it provides the matrix of the p-values of the previous tests and the vector of the corrected p-values. The functional basis, the coupled or uncoupled scenario, and the kind of test can be chosen by the user. The package provides also a plotting function creating a graphical output of the procedure: the p-value heat-map, the plot of the corrected p-values, and the plot of the functional data.

Version: 2.1.1
Depends: fda
Published: 2022-05-04
DOI: 10.32614/CRAN.package.fdatest
Author: Alessia Pini, Simone Vantini
Maintainer: Alessia Pini <alessia.pini at polimi.it>
License: GPL-2
NeedsCompilation: no
Materials: NEWS
In views: FunctionalData
CRAN checks: fdatest results


Reference manual: fdatest.pdf


Package source: fdatest_2.1.1.tar.gz
Windows binaries: r-devel: fdatest_2.1.1.zip, r-release: fdatest_2.1.1.zip, r-oldrel: fdatest_2.1.1.zip
macOS binaries: r-release (arm64): fdatest_2.1.1.tgz, r-oldrel (arm64): fdatest_2.1.1.tgz, r-release (x86_64): fdatest_2.1.1.tgz, r-oldrel (x86_64): fdatest_2.1.1.tgz
Old sources: fdatest archive

Reverse dependencies:

Reverse imports: robin


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