Package: ExtrPatt 0.1-4
ExtrPatt: Spatial Dependencies and Indices for Extremes
An implementation of 1) the tail pairwise dependence matrix (TPDM) as described in Jiang & Cooley (2020) <doi:10.1175/JCLI-D-19-0413.1> 2) the extremal pattern index (EPI) as described in Szemkus & Friederichs ('Spatial patterns and indices for heatwave and droughts over Europe using a decomposition of extremal dependency'; submitted to ASCMO 2023).
Authors:
ExtrPatt_0.1-4.tar.gz
ExtrPatt_0.1-4.zip(r-4.7-any)ExtrPatt_0.1-4.zip(r-4.6-any)ExtrPatt_0.1-4.zip(r-4.5-any)
ExtrPatt_0.1-4.tgz(r-4.6-any)ExtrPatt_0.1-4.tgz(r-4.5-any)
ExtrPatt_0.1-4.tar.gz(r-4.7-any)ExtrPatt_0.1-4.tar.gz(r-4.6-any)
ExtrPatt_0.1-4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
ExtrPatt/json (API)
| # Install 'ExtrPatt' in R: |
| install.packages('ExtrPatt', repos = c('https://svenja12.r-universe.dev', 'https://cloud.r-project.org')) |
- precipGER - Daily Precipitation over Southern Germany
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:116045d1ec. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 102 | ||
| source / vignettes | OK | 121 | ||
| linux-release | OK | 96 | ||
| macos-release | OK | 219 | ||
| macos-oldrel | OK | 213 | ||
| windows-devel | OK | 87 | ||
| windows-release | OK | 80 | ||
| windows-oldrel | OK | 83 | ||
| wasm-release | OK | 82 |
Exports:compute.EPIest.element.tpdmest.row.tpdmest.tpdmpca.tpdmsvd.tpdmto.alpha.2wrapper.EPI
Dependencies:codetoolsdoParallelforeachiteratorslatticeMASSMatrix
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Estimation of EPI | compute.EPI |
| Declustering | decls |
| Estimation of TPDM | est.element.tpdm est.row.tpdm est.tpdm |
| Transformation function | invTrans |
| Principal Component Analysis for TPDM | pca.tpdm |
| daily Precipitation over Southern Germany | precipGER |
| Singular Value decomposition for cross-TPDM | svd.tpdm |
| Probability integral transformation | to.alpha.2 |
| transformation function | trans |
| Wrapper function | wrapper.EPI |
