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, www.nat-hazards-earth-syst-sci.net/12/2769/2012/, <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 lsce.ipsl.fr>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	no
CRAN checks:	CDFt results

Documentation:

Reference manual:

CDFt.html , CDFt.pdf

Downloads:

Package source:	CDFt_1.2.tar.gz
Windows binaries:	r-devel: CDFt_1.2.zip, r-release: CDFt_1.2.zip, r-oldrel: CDFt_1.2.zip
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

Linking:

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