Package: fdaPOIFD 1.0.2

Antonio Elías

fdaPOIFD: Partially Observed Integrated Functional Depth

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. \url{https://doi.org/10.1080/10618600.2022.2070171}.

Authors:Antonio Elías [aut, cre], Raúl Jiménez [ctb], Anna M. Paganoni [ctb], Laura M. Sangalli [ctb]

fdaPOIFD_1.0.2.tar.gz
fdaPOIFD_1.0.2.zip(r-4.5)fdaPOIFD_1.0.2.zip(r-4.4)fdaPOIFD_1.0.2.zip(r-4.3)
fdaPOIFD_1.0.2.tgz(r-4.5-any)fdaPOIFD_1.0.2.tgz(r-4.4-any)fdaPOIFD_1.0.2.tgz(r-4.3-any)
fdaPOIFD_1.0.2.tar.gz(r-4.5-noble)fdaPOIFD_1.0.2.tar.gz(r-4.4-noble)
fdaPOIFD_1.0.2.tgz(r-4.4-emscripten)fdaPOIFD_1.0.2.tgz(r-4.3-emscripten)
fdaPOIFD.pdf |fdaPOIFD.html✨
fdaPOIFD/json (API)
NEWS

# Install 'fdaPOIFD' in R:

install.packages('fdaPOIFD', repos = c('https://aefdz.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/aefdz/fdapoifd/issues

Datasets:

exampleData - ExampleData

On CRAN:

4.00 score 2 stars 2 scripts 256 downloads 7 exports 76 dependencies

Last updated 3 years agofrom:b8e20a803d. Checks:1 OK, 7 NOTE. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Feb 02 2025
R-4.5-win	NOTE	Feb 02 2025
R-4.5-mac	NOTE	Feb 02 2025
R-4.5-linux	NOTE	Feb 02 2025
R-4.4-win	NOTE	Feb 02 2025
R-4.4-mac	NOTE	Feb 02 2025
R-4.3-win	NOTE	Feb 02 2025
R-4.3-mac	NOTE	Feb 02 2025

Exports:boxplotPOFD commondomainPOFD intervalPOFD outliergramPOFD plotPOFD POIFD sparsePOFD

Dependencies:backports base64enc bslib cachem checkmate cli cluster colorspace data.table digest evaluate fansi farver FastGP fastmap fdapace fontawesome foreign Formula fs ggplot2 glue gridExtra gtable highr Hmisc htmlTable htmltools htmlwidgets isoband jquerylib jsonlite knitr labeling lattice lifecycle magrittr MASS Matrix memoise mgcv mime munsell mvtnorm nlme nnet numDeriv patchwork pillar pkgconfig plyr pracma R6 rappdirs rbenchmark RColorBrewer Rcpp RcppEigen reshape2 rlang rmarkdown rpart rstudioapi sass scales stringi stringr tibble tinytex utf8 vctrs viridis viridisLite withr xfun yaml

Illustration of the simulations

Rendered fromsimulation_vig.Rmdusingknitr::rmarkdownon Feb 02 2025.

Last update: 2021-08-02
Started: 2021-07-06

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Functional Boxplot for Partially Observed Functional Data	boxplotPOFD
Common Domain Observability	commondomainPOFD
exampleData	exampleData
Random Interval Observability	intervalPOFD
Outliergram for Partially Observed Functional Data	outliergramPOFD
Plot Partially Observed Functional Data	plotPOFD
Integrated Depth for Partially Observed Functional Data	POIFD
Sparse Observability	sparsePOFD