GEVcdn: GEV Conditional Density Estimation Network

Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value analysis in hydroclimatology.

Author
Alex J. Cannon
Date of publication
2015-07-23 06:58:56
Maintainer
Alex J. Cannon <acannon@eos.ubc.ca>
License
GPL-2
Version
1.1.4

View on CRAN

Man pages

gevcdn.bag
Fit an ensemble of GEV CDN models via bagging
gevcdn.bootstrap
Bootstrapped confidence intervals for GEV CDN parameters and...
gevcdn.cost
Cost function for GEV CDN model fitting
gevcdn.evaluate
Evaluate parameters from trained GEV CDN model
gevcdn.fit
Fit a GEV CDN model
gevcdn.identity
Identity function
gevcdn.initialize
Initialize GEV CDN weight vector
gevcdn.logistic
Logistic sigmoid function
GEVcdn-package
GEV Conditional Density Estimation Network
gevcdn.reshape
Reshape a GEV CDN weight vector

Files in this package

GEVcdn
GEVcdn/inst
GEVcdn/inst/CITATION
GEVcdn/NAMESPACE
GEVcdn/R
GEVcdn/R/gevcdn.fit.R
GEVcdn/R/gevcdn.initialize.R
GEVcdn/R/gevcdn.evaluate.R
GEVcdn/R/gevcdn.logistic.R
GEVcdn/R/gevcdn.reshape.R
GEVcdn/R/gevcdn.bag.R
GEVcdn/R/gevcdn.cost.R
GEVcdn/R/gevcdn.identity.R
GEVcdn/R/gevcdn.bootstrap.R
GEVcdn/MD5
GEVcdn/DESCRIPTION
GEVcdn/man
GEVcdn/man/gevcdn.fit.Rd
GEVcdn/man/gevcdn.evaluate.Rd
GEVcdn/man/gevcdn.cost.Rd
GEVcdn/man/GEVcdn-package.Rd
GEVcdn/man/gevcdn.identity.Rd
GEVcdn/man/gevcdn.logistic.Rd
GEVcdn/man/gevcdn.bag.Rd
GEVcdn/man/gevcdn.bootstrap.Rd
GEVcdn/man/gevcdn.initialize.Rd
GEVcdn/man/gevcdn.reshape.Rd