Skip to content

CDFt

Downscaling and Bias Correction via Non-Parametric CDF-Transform

v1.2 · Feb 18, 2021 · GPL (>= 2)

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, <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>.

Downloads

397

Last 30 days

9532nd

1.1K

Last 90 days

4.3K

Last year

Trend: +8.5% (30d vs prior 30d)

CRAN Check Status

2 NOTE
12 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Mathieu Vrac <mathieu.vrac@lsce.ipsl.fr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Mathieu",
                      family = "Vrac",
                      role = c("aut", "cre"),
                      email = "mathieu.vrac@lsce.ipsl.fr"),
               person(given = "Paul-Antoine",
                      family = "Michelangeli",
                      role = "aut",
                      email = "pam@climpact.com"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Mathieu Vrac <mathieu.vrac@lsce.ipsl.fr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Mathieu",
                      family = "Vrac",
                      role = c("aut", "cre"),
                      email = "mathieu.vrac@lsce.ipsl.fr"),
               person(given = "Paul-Antoine",
                      family = "Michelangeli",
                      role = "aut",
                      email = "pam@climpact.com"))
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Mathieu Vrac <mathieu.vrac@lsce.ipsl.fr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Mathieu",
                      family = "Vrac",
                      role = c("aut", "cre"),
                      email = "mathieu.vrac@lsce.ipsl.fr"),
               person(given = "Paul-Antoine",
                      family = "Michelangeli",
                      role = "aut",
                      email = "pam@climpact.com"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Mathieu Vrac <mathieu.vrac@lsce.ipsl.fr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Mathieu",
                      family = "Vrac",
                      role = c("aut", "cre"),
                      email = "mathieu.vrac@lsce.ipsl.fr"),
               person(given = "Paul-Antoine",
                      family = "Michelangeli",
                      role = "aut",
                      email = "pam@climpact.com"))
as necessary.

Reverse Dependencies (1)

suggests

Dependency Network

Dependencies Reverse dependencies algebraic.mle CDFt

Version History

new 1.2 Mar 10, 2026
updated 1.2 ← 1.0.1 diff Feb 17, 2021
updated 1.0.1 ← 1.0 diff Oct 28, 2012
new 1.0 Jun 1, 2009