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
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GEVcdn_1.1.6-2.tgz(r-4.4-any)GEVcdn_1.1.6-2.tgz(r-4.3-any)
GEVcdn_1.1.6-2.tar.gz(r-4.5-noble)GEVcdn_1.1.6-2.tar.gz(r-4.4-noble)
GEVcdn_1.1.6-2.tgz(r-4.4-emscripten)GEVcdn_1.1.6-2.tgz(r-4.3-emscripten)
GEVcdn.pdf |GEVcdn.html✨
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 5 years agofrom:2a8e1ce0ca. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 17 2024 |
R-4.5-win | OK | Nov 17 2024 |
R-4.5-linux | OK | Nov 17 2024 |
R-4.4-win | OK | Nov 17 2024 |
R-4.4-mac | OK | Nov 17 2024 |
R-4.3-win | OK | Nov 17 2024 |
R-4.3-mac | OK | Nov 17 2024 |
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 |