GEVcdn (version 1.1.6-2)

GEV Conditional Density Estimation Network

Description

Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value analysis in hydroclimatology following Cannon (2010) .

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Version

Install

install.packages('GEVcdn')

Monthly Downloads

149

Version

1.1.6-2

License

GPL-3

Maintainer

Alex Cannon

Last Published

April 24th, 2020

Functions in GEVcdn (1.1.6-2)

gevcdn.initialize

Initialize GEV CDN weight vector

GEVcdn-package

GEV Conditional Density Estimation Network

gevcdn.logistic

Logistic sigmoid function

gevcdn.identity

Identity function

gevcdn.bootstrap

Bootstrapped confidence intervals for GEV CDN parameters and quantiles

gevcdn.fit

Fit a GEV CDN model

gevcdn.bag

Fit an ensemble of GEV CDN models via bagging

gev

Generalized extreme value distribution

gevcdn.cost

Cost function for GEV CDN model fitting

gevcdn.evaluate

Evaluate parameters from trained GEV CDN model

gevcdn.reshape

Reshape a GEV CDN weight vector