EITrans: Empirical Inverse Transform Function
Overview
This package proposes an algorithm that use weather analogs for ensemble forecast calibration.
The package is currently under-developing and relevant research is continuing.
Please visit Analog Ensembles to learn more about weather analogs.
Please visit my website to learn more about my research.
Installation
To install EITrans, first install the following dependent packages:
# The repos argument is just to skip the repo selection.
# You can simply omit the argument if you want.
#
install.packages(c('abind', 'foreach', 'progress'), repos = 'http://cran.us.r-project.org')
# More installation on the following package, please refer to
# https://weiming-hu.github.io/AnalogsEnsemble/
#
install.packages("https://github.com/Weiming-Hu/AnalogsEnsemble/raw/master/RAnalogs/releases/RAnEn_latest.tar.gz", repos = NULL)
devtools::install_github('Weiming-Hu/RAnEnExtra')
Then, you can install EITrans by running
devtools::install_github('Weiming-Hu/EITrans')