Multivariate Bias Correction of Climate Model Outputs

Calibrate and apply multivariate bias correction algorithms for climate model simulations of multiple climate variables. Three methods described by Cannon (2016) and Cannon (2018) are implemented — (i) MBC Pearson correlation (MBCp), (ii) MBC rank correlation (MBCr), and (iii) MBC N-dimensional PDF transform (MBCn) — as is the Rank Resampling for Distributions and Dependences (R2D2) method.


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install.packages("MBC")

0.10-5 by Alex J. Cannon, a year ago


Browse source code at https://github.com/cran/MBC


Authors: Alex J. Cannon


Documentation:   PDF Manual  


Task views: Hydrological Data and Modeling


GPL-2 license


Depends on Matrix, energy, FNN


See at CRAN