Implementation of the Interval Testing Procedure for functional data in different frameworks (i.e., one or twopopulation frameworks, functional linear models) by means of different basis expansions (i.e., Bspline, Fourier, and phaseamplitude 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 pvalues of the previous tests and the vector of the corrected pvalues. 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 pvalue heatmap, the plot of the corrected pvalues, and the plot of the functional data.
Author  Alessia Pini, Simone Vantini 
Date of publication  20150205 13:00:51 
Maintainer  Alessia Pini <alessia.pini@polimi.it> 
License  GPL2 
Version  2.1 
Package repository  View on CRAN 
Installation  Install the latest version of this package by entering the following in R:



All man pages Function index File listing
Man pages  

fdatestpackage: Interval Testing Procedure for Functional Data  
ITP1bspline: One population Interval Testing Procedure with Bspline basis  
ITP1fourier: One population Interval Testing Procedure with Fourier basis  
ITP2bspline: Two populations Interval Testing Procedure with Bspline...  
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 FunctionalonScalar...  
NASAtemp: NASA daily temperatures data set  
plot.ITP1: Plotting ITP results for onepopulation tests  
plot.ITP2: Plotting ITP results for twopopulation tests  
plot.ITPaov: Plotting ITP results for functional analysis of variance...  
plot.ITPlm: Plotting ITP results for functionalonscalar linear model...  
summary.ITPaov: Summarizing Functional Analysis of Variance Fits  
summary.ITPlm: Summarizing FunctionalonScalar 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_2.1internal.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/fdatestpackage.Rd 
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