outliergram_PoFD: Outliergram for Partially Observed Functional Data

In aefdz/depthPoFDA: Partially Observed Integrated Functional Depth

Description

Plots the Outliergram for PoFD and returns the shape outliers.

Usage

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

Arguments

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.

Value

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

References

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

Examples

#outliergram_PoFD(data, fshape = 1.5, p1 = 1, p2 = 0)

aefdz/depthPoFDA documentation built on Jan. 8, 2021, 10:16 p.m.