exampleData: exampleData

In fdaPOIFD: Partially Observed Integrated Functional Depth

exampleData

Description

An illustrative Functional Gaussian processes with different partially observed patterns with outliers and without outliers.

Usage

exampleData

Format

A list with three data sets (functions by columns):

PoFDintervals

Partially observed functional data in intervals

PoFDextremes

Partially Observed functional data with missing intervals at the extremes

PoFDextremes_outliers

Same as above but including two magnitude and shape outliers

PoFDintervals_list

Partially observed data without a common domain. Each function is one element of the list, containing the evaluation points (x) and the evaluated function (y).

References

Elías, Antonio, Jiménez, Raúl, Paganoni, Anna M. and Sangalli, Laura M. (2020). Integrated Depths for Partially Observed Functional Data.

Examples

data(exampleData)
plotPOFD(exampleData$PoFDintervals)

fdaPOIFD documentation built on June 25, 2025, 5:10 p.m.