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.

Author | Alessia Pini, Simone Vantini |

Date of publication | 2015-02-05 13:00:51 |

Maintainer | Alessia Pini <alessia.pini@polimi.it> |

License | GPL-2 |

Version | 2.1 |

**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

fdatest

fdatest/NAMESPACE

fdatest/NEWS

fdatest/data

fdatest/data/NASAtemp.rda

fdatest/R

fdatest/R/summary.ITPlm.R
fdatest/R/plot.ITPaov.R
fdatest/R/summary.ITPaov.R
fdatest/R/ITP2fourier.R
fdatest/R/ITP2bspline.R
fdatest/R/plot.ITP1.R
fdatest/R/ITP2pafourier.R
fdatest/R/plot.ITPlm.R
fdatest/R/plot.ITP2.R
fdatest/R/ITP1bspline.R
fdatest/R/ITPaovbspline.R
fdatest/R/ITP1fourier.R
fdatest/R/ITPimage.R
fdatest/R/ITPlmbspline.R
fdatest/R/fdatest_2.1-internal.R
fdatest/MD5

fdatest/DESCRIPTION

fdatest/man

fdatest/man/ITPimage.Rd
fdatest/man/plot.ITP1.Rd
fdatest/man/summary.ITPaov.Rd
fdatest/man/ITP1fourier.Rd
fdatest/man/plot.ITPaov.Rd
fdatest/man/ITP2pafourier.Rd
fdatest/man/plot.ITP2.Rd
fdatest/man/summary.ITPlm.Rd
fdatest/man/NASAtemp.Rd
fdatest/man/ITP1bspline.Rd
fdatest/man/ITP2bspline.Rd
fdatest/man/ITPlmbspline.Rd
fdatest/man/ITP2fourier.Rd
fdatest/man/ITPaovbspline.Rd
fdatest/man/plot.ITPlm.Rd
fdatest/man/fdatest-package.Rd
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