Package: GEVcdn 1.1.6-2
GEVcdn: GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value analysis in hydroclimatology following Cannon (2010) <doi:10.1002/hyp.7506>.
Authors:
GEVcdn_1.1.6-2.tar.gz
GEVcdn_1.1.6-2.zip(r-4.7)GEVcdn_1.1.6-2.zip(r-4.6)GEVcdn_1.1.6-2.zip(r-4.5)
GEVcdn_1.1.6-2.tgz(r-4.6-any)GEVcdn_1.1.6-2.tgz(r-4.5-any)
GEVcdn_1.1.6-2.tar.gz(r-4.7-any)GEVcdn_1.1.6-2.tar.gz(r-4.6-any)
GEVcdn_1.1.6-2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
GEVcdn/json (API)
| # Install 'GEVcdn' in R: |
| install.packages('GEVcdn', repos = c('https://alexcannon.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:2a8e1ce0ca. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 99 | ||
| source / vignettes | OK | 102 | ||
| linux-release-x86_64 | OK | 141 | ||
| macos-release-arm64 | OK | 71 | ||
| macos-oldrel-arm64 | OK | 73 | ||
| windows-devel | OK | 76 | ||
| windows-release | OK | 97 | ||
| windows-oldrel | OK | 62 | ||
| wasm-release | OK | 82 |
Exports:dgevdgumbelgevcdn.baggevcdn.bootstrapgevcdn.costgevcdn.evaluategevcdn.fitgevcdn.identitygevcdn.initializegevcdn.logisticgevcdn.reshapeis.Numericpgevpgumbelqgevqgumbelrgevrgumbel
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| GEV Conditional Density Estimation Network | GEVcdn-package GEVcdn |
| Generalized extreme value distribution | dgev dgumbel is.Numeric pgev pgumbel qgev qgumbel rgev rgumbel |
| Fit an ensemble of GEV CDN models via bagging | gevcdn.bag |
| Bootstrapped confidence intervals for GEV CDN parameters and quantiles | gevcdn.bootstrap |
| Cost function for GEV CDN model fitting | gevcdn.cost |
| Evaluate parameters from trained GEV CDN model | gevcdn.evaluate |
| Fit a GEV CDN model | gevcdn.fit |
| Identity function | gevcdn.identity |
| Initialize GEV CDN weight vector | gevcdn.initialize |
| Logistic sigmoid function | gevcdn.logistic |
| Reshape a GEV CDN weight vector | gevcdn.reshape |
