View source: R/outliergramPOFD.R

outliergramPOFD | R Documentation |

Plots the Outliergram for PoFD and returns the shape outliers.

outliergramPOFD(data, fshape = 1.5, p1 = 1, p2 = 0)

`data` |
matrix p by n, being n the number of functions and p the number of grid points. |

`fshape` |
inflation of the outliergram that determine the shape outlier rule. |

`p1` |
parameter of the outliergram for resampling method. Default = 1. |

`p2` |
parameter of the outliergram for resampling method. Default = 0. |

a list with the functional outliergram for PoDF and the shape outliers.

Arribas-Gil, A. and Romo, J. (2014). Shape outlier detection and visualization for functional data: the outliergram.Biostatistics, 15(4):603–619.

data(exampleData) outliergramPOFD(exampleData$PoFDextremes_outliers, fshape = 1.5, p1 = 1, p2 = 0)

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