# 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.

- 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

## 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

## Files in this package

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 |