exampleData {fdaPOIFD}

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

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)