fdatest: Interval Testing Procedure for Functional Data
Version 2.1

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.

AuthorAlessia Pini, Simone Vantini
Date of publication2015-02-05 13:00:51
MaintainerAlessia Pini <alessia.pini@polimi.it>
LicenseGPL-2
Version2.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("fdatest")

Getting started

Package overview

Popular man pages

fdatest-package: Interval Testing Procedure for Functional Data
ITP1bspline: One population Interval Testing Procedure with B-spline basis
ITP1fourier: One population Interval Testing Procedure with Fourier basis
ITPaovbspline: Interval Testing Procedure for testing Functional analysis of...
ITPlmbspline: Interval Testing Procedure for testing Functional-on-Scalar...
plot.ITP1: Plotting ITP results for one-population tests
summary.ITPaov: Summarizing Functional Analysis of Variance Fits
See all...

All man pages Function index File listing

Man pages

fdatest-package: Interval Testing Procedure for Functional Data
ITP1bspline: One population Interval Testing Procedure with B-spline basis
ITP1fourier: One population Interval Testing Procedure with Fourier basis
ITP2bspline: Two populations Interval Testing Procedure with B-spline...
ITP2fourier: Two populations Interval Testing Procedure with Fourier basis
ITP2pafourier: Two populations Interval Testing Procedure with Fourier basis...
ITPaovbspline: Interval Testing Procedure for testing Functional analysis of...
ITPimage: Plot of the Interval Testing Procedure results
ITPlmbspline: Interval Testing Procedure for testing Functional-on-Scalar...
NASAtemp: NASA daily temperatures data set
plot.ITP1: Plotting ITP results for one-population tests
plot.ITP2: Plotting ITP results for two-population tests
plot.ITPaov: Plotting ITP results for functional analysis of variance...
plot.ITPlm: Plotting ITP results for functional-on-scalar linear model...
summary.ITPaov: Summarizing Functional Analysis of Variance Fits
summary.ITPlm: Summarizing Functional-on-Scalar Linear Model Fits

Functions

Files

NAMESPACE
NEWS
data
data/NASAtemp.rda
R
R/summary.ITPlm.R
R/plot.ITPaov.R
R/summary.ITPaov.R
R/ITP2fourier.R
R/ITP2bspline.R
R/plot.ITP1.R
R/ITP2pafourier.R
R/plot.ITPlm.R
R/plot.ITP2.R
R/ITP1bspline.R
R/ITPaovbspline.R
R/ITP1fourier.R
R/ITPimage.R
R/ITPlmbspline.R
R/fdatest_2.1-internal.R
MD5
DESCRIPTION
man
man/ITPimage.Rd
man/plot.ITP1.Rd
man/summary.ITPaov.Rd
man/ITP1fourier.Rd
man/plot.ITPaov.Rd
man/ITP2pafourier.Rd
man/plot.ITP2.Rd
man/summary.ITPlm.Rd
man/NASAtemp.Rd
man/ITP1bspline.Rd
man/ITP2bspline.Rd
man/ITPlmbspline.Rd
man/ITP2fourier.Rd
man/ITPaovbspline.Rd
man/plot.ITPlm.Rd
man/fdatest-package.Rd
fdatest documentation built on May 19, 2017, 11:01 a.m.

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