CDFt: Downscaling and Bias Correction via Non-Parametric CDF-Transform

Statistical downscaling and bias correction (model output statistics) method based on cumulative distribution functions (CDF) transformation. See Michelangeli, Vrac, Loukos (2009) Probabilistic downscaling approaches: Application to wind cumulative distribution functions. Geophysical Research Letters, 36, L11708, <doi:10.1029/2009GL038401>. ; and Vrac, Drobinski, Merlo, Herrmann, Lavaysse, Li, Somot (2012) Dynamical and statistical downscaling of the French Mediterranean climate: uncertainty assessment. Nat. Hazards Earth Syst. Sci., 12, 2769-2784,, <doi:10.5194/nhess-12-2769-2012>.

Version: 1.2
Depends: R (≥ 1.8.0), stats
Published: 2021-02-18
DOI: 10.32614/CRAN.package.CDFt
Author: Mathieu Vrac and Paul-Antoine Michelangeli
Maintainer: Mathieu Vrac <mathieu.vrac at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: CDFt results


Reference manual: CDFt.pdf


Package source: CDFt_1.2.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): CDFt_1.2.tgz, r-oldrel (arm64): CDFt_1.2.tgz, r-release (x86_64): CDFt_1.2.tgz, r-oldrel (x86_64): CDFt_1.2.tgz
Old sources: CDFt archive

Reverse dependencies:

Reverse imports: EMDomics


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