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fdaPOIFD (version 1.0.3)

Partially Observed Integrated Functional Depth

Description

Applications to visualization, outlier detection and classification. Software companion for Elías, Antonio, Jiménez, Raúl, Paganoni, Anna M. and Sangalli, Laura M., (2022), "Integrated Depth for Partially Observed Functional Data". Journal of Computational and Graphical Statistics. .

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Install

install.packages('fdaPOIFD')

Monthly Downloads

224

Version

1.0.3

License

GPL-3

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Maintainer

Antonio El<c3><ad>as

Last Published

May 16th, 2022

Functions in fdaPOIFD (1.0.3)

intervalPOFD

Random Interval Observability
commondomainPOFD

Common Domain Observability
exampleData

exampleData
sparsePOFD

Sparse Observability
plotPOFD

Plot Partially Observed Functional Data
POIFD

Integrated Depth for Partially Observed Functional Data
boxplotPOFD

Functional Boxplot for Partially Observed Functional Data
outliergramPOFD

Outliergram for Partially Observed Functional Data