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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.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:

Please use the canonical form https://CRAN.R-project.org/package=CDFt to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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