Package: TailID 1.0.0
Blau Manau
TailID: Detect Sensitive Points in the Tail
The goal of 'TailID' is to detect sensitive points in the tail of a dataset using techniques from Extreme Value Theory (EVT). It utilizes the Generalized Pareto Distribution (GPD) for assessing tail behavior and detecting inconsistent points with the Identical Distribution hypothesis of the tail. For more details see Manau (2025)<doi:10.4230/LIPIcs.ECRTS.2025.20>.
Authors:
TailID_1.0.0.tar.gz
TailID_1.0.0.zip(r-4.7-any)TailID_1.0.0.zip(r-4.6-any)
TailID_1.0.0.tar.gz(r-4.7-any)TailID_1.0.0.tar.gz(r-4.6-any)
TailID_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
TailID/json (API)
| # Install 'TailID' in R: |
| install.packages('TailID', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:f99b10ff27. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 94 | ||
| source / vignettes | OK | 181 | ||
| linux-release | OK | 104 | ||
| windows-devel | OK | 84 | ||
| windows-release | OK | 72 | ||
| wasm-release | OK | 119 |
Exports:candidate_selectionCI_shapeGPDplot_TailIDshape_evaluationTailID
Dependencies:clicpp11farverggplot2gluegtableismevisobandlabelinglatticelifecycleMatrixmgcvnlmeR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Selects the candidates of the tail | candidate_selection |
| Computes a Confidence Interval for a GPD shape | CI_shapeGPD |
| Saves the plots corresponding to the TailID detection | plot_TailID |
| Evaluation of the shape parameter to return inconsistent points and shape parameters computed and its confidence intervals | shape_evaluation |
| Detects the sensitive points in the Tail | TailID |