mdgc

Missing Data Imputation Using Gaussian Copulas

v0.1.7 · May 4, 2023 · GPL-2

Description

Provides functions to impute missing values using Gaussian copulas for mixed data types as described by Christoffersen et al. (2021) <arXiv:2102.02642>. The method is related to Hoff (2007) <doi:10.1214/07-AOAS107> and Zhao and Udell (2019) <arXiv:1910.12845> but differs by making a direct approximation of the log marginal likelihood using an extended version of the Fortran code created by Genz and Bretz (2002) <doi:10.1198/106186002394> in addition to also support multinomial variables.

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CRAN Check Status

14 NOTE

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	186.3s
r-devel-linux-x86_64-debian-gcc	NOTE	132.7s
r-devel-linux-x86_64-fedora-clang	NOTE	273.8s
r-devel-linux-x86_64-fedora-gcc	NOTE	344s
r-devel-macos-arm64	NOTE	27s
r-devel-windows-x86_64	NOTE	261s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	83s
r-oldrel-windows-x86_64	NOTE	290s
r-patched-linux-x86_64	NOTE	168.4s
r-release-linux-x86_64	NOTE	167s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	96s
r-release-windows-x86_64	NOTE	243s

Check details (18 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Benjamin Christoffersen <boennecd@gmail.com>’

The Description field contains
  <arXiv:2102.02642>. The method is related to Hoff (2007)
  <doi:10.1214/07-AOAS107> and Zhao and Udell (2019) <arXiv:1910.12845>
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Benjamin Christoffersen <boennecd@gmail.com>’

The Description field contains
  <arXiv:2102.02642>. The method is related to Hoff (2007)
  <doi:10.1214/07-AOAS107> and Zhao and Udell (2019) <arXiv:1910.12845>
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

installed package size

  installed size is 10.7Mb
  sub-directories of 1Mb or more:
    libs  10.3Mb

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 10.8Mb
  sub-directories of 1Mb or more:
    libs  10.4Mb

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Benjamin Christoffersen <boennecd@gmail.com>’

The Description field contains
  <arXiv:2102.02642>. The method is related to Hoff (2007)
  <doi:10.1214/07-AOAS107> and Zhao and Udell (2019) <arXiv:1910.12845>
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Benjamin Christoffersen <boennecd@gmail.com>’

The Description field contains
  <arXiv:2102.02642>. The method is related to Hoff (2007)
  <doi:10.1214/07-AOAS107> and Zhao and Udell (2019) <arXiv:1910.12845>
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

installed package size

  installed size is 10.7Mb
  sub-directories of 1Mb or more:
    libs  10.3Mb

NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 10.8Mb
  sub-directories of 1Mb or more:
    libs  10.4Mb

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) get_mdgc.Rd:34: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:35: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:36: Lost braces in \itemize; meant \describe ?
checkRd: (-1) get_mdgc.Rd:37: Lost braces in \itemize; meant \describe ?

Dependency Network

Version History

new 0.1.7 Mar 9, 2026