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fdatest  

Interval Testing Procedure for Functional Data
View on CRAN: Click here


Download and install fdatest package within the R console
Install from CRAN:
install.packages("fdatest")

Install from Github:
library("remotes")
install_github("cran/fdatest")

Install by package version:
library("remotes")
install_version("fdatest", "2.1.1")



Attach the package and use:
library("fdatest")
Maintained by
Alessia Pini
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-07-23
Latest Update: 2022-05-04
Description:
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.
How to cite:
Alessia Pini (2013). fdatest: Interval Testing Procedure for Functional Data. R package version 2.1.1, https://cran.r-project.org/web/packages/fdatest. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2013-07-23 16:08), 2.0 (2014-11-24 12:11), 2.1 (2015-02-05 13:00)
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