jonasbhend/biascorrection: Bias Correct Ensemble Forecasts

Collection of functions to calibrate daily ensemble forecasts. This package includes a wrapper for performing bias correction in in-sample, cross- validation, moving blocks cross-validation and forward modes and also includes a variety of calibration functions (regression-based, quantile mapping). The focus is on ease-of-use rather than performance when applied to large datasets. Consequently, specific functions will have to be implemented separately to be applicable in an operational setting. No support is provided so far to apply calibration to large datasets.

Getting started

Package details

Maintainer
LicenseGPL-3
Version0.5.11
URL http://github.com/jonasbhend/biascorrection
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("jonasbhend/biascorrection")
jonasbhend/biascorrection documentation built on May 18, 2017, 6:11 a.m.