Package: CDFt 1.2

Mathieu Vrac

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>.

Authors:Mathieu Vrac <mathieu.vrac@lsce.ipsl.fr> and Paul-Antoine Michelangeli <pam@climpact.com>

CDFt_1.2.tar.gz
CDFt_1.2.tar.gz(r-4.5-noble)CDFt_1.2.tar.gz(r-4.4-noble)
CDFt_1.2.tgz(r-4.4-emscripten)CDFt_1.2.tgz(r-4.3-emscripten)
CDFt.pdf |CDFt.html✨
CDFt/json (API)

# Install 'CDFt' in R:
install.packages('CDFt', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:r-cdft-1.2(2025-03-25)

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.48 score 1 packages 355 downloads 1 mentions 3 exports 0 dependencies

Last updated 4 years agofrom:a1bf4e5dcb. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 18 2025
R-4.5-linuxOKMar 18 2025
R-4.4-linuxOKMar 18 2025

Exports:CDFtCramerVonMisesTwoSamplesKolmogorovSmirnov

Dependencies:

Citation

To cite package ‘CDFt’ in publications use:

Vrac M, Michelangeli P (2021). CDFt: Downscaling and Bias Correction via Non-Parametric CDF-Transform. R package version 1.2, https://CRAN.R-project.org/package=CDFt.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {CDFt: Downscaling and Bias Correction via Non-Parametric
      CDF-Transform},
    author = {Mathieu Vrac and Paul-Antoine Michelangeli},
    year = {2021},
    note = {R package version 1.2},
    url = {https://CRAN.R-project.org/package=CDFt},
  }