GEV Conditional Density Estimation Network
Generalized extreme value distribution
GEV Conditional Density Estimation Network
Fit an ensemble of GEV CDN models via bagging
Bootstrapped confidence intervals for GEV CDN parameters and quantiles
Cost function for GEV CDN model fitting
Evaluate parameters from trained GEV CDN model
Fit a GEV CDN model
Identity function
Initialize GEV CDN weight vector
Logistic sigmoid function
Reshape a GEV CDN weight vector
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value analysis in hydroclimatology following Cannon (2010) <doi:10.1002/hyp.7506>.