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CDFt  

Downscaling and Bias Correction via Non-Parametric CDF-Transform
View on CRAN: Click here


Download and install CDFt package within the R console
Install from CRAN:
install.packages("CDFt")

Install from Github:
library("remotes")
install_github("cran/CDFt")

Install by package version:
library("remotes")
install_version("CDFt", "1.2")



Attach the package and use:
library("CDFt")
Maintained by
Mathieu Vrac
[Scholar Profile | Author Map]
First Published: 2009-06-02
Latest Update: 2021-02-18
Description:
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, . ; 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/, .
How to cite:
Mathieu Vrac (2009). CDFt: Downscaling and Bias Correction via Non-Parametric CDF-Transform. R package version 1.2, https://cran.r-project.org/web/packages/CDFt. Accessed 06 May. 2025.
Previous versions and publish date:
1.0.1 (2012-10-29 13:13), 1.0 (2009-06-02 19:15)
Other packages that cited CDFt R package
View CDFt citation profile
Other R packages that CDFt depends, imports, suggests or enhances
Complete documentation for CDFt
Functions, R codes and Examples using the CDFt R package
Some associated functions: CDFt . CramerVonMisesTwoSamples . KolmogorovSmirnov . 
Some associated R codes: CDFt.R . CramerVonMisesTwoSamples.R . KolmogorovSmirnov.R .  Full CDFt package functions and examples
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