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mvnimpute

Simultaneously Impute the Missing and Censored Values

v1.0.1 · Jul 6, 2022 · GPL-2 | GPL-3

Description

Implementing a multiple imputation algorithm for multivariate data with missing and censored values under a coarsening at random assumption (Heitjan and Rubin, 1991<doi:10.1214/aos/1176348396>). The multiple imputation algorithm is based on the data augmentation algorithm proposed by Tanner and Wong (1987)<doi:10.1080/01621459.1987.10478458>. The Gibbs sampling algorithm is adopted to to update the model parameters and draw imputations of the coarse data.

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CRAN Check Status

2 NOTE
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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: ‘Hesen Li <li.hesen.21@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Hesen",
                    family = "Li",
                    role = c("aut", "cre"),
                    email = "li.hesen.21@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Hesen Li <li.hesen.21@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Hesen",
                    family = "Li",
                    role = c("aut", "cre"),
                    email = "li.hesen.21@gmail.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: ‘Hesen Li <li.hesen.21@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Hesen",
                    family = "Li",
                    role = c("aut", "cre"),
                    email = "li.hesen.21@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Hesen Li <li.hesen.21@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Hesen",
                    family = "Li",
                    role = c("aut", "cre"),
                    email = "li.hesen.21@gmail.com")
as necessary.

Dependency Network

Dependencies Reverse dependencies ggplot2 reshape2 LaplacesDemon rlang Rcpp MASS truncnorm mvnimpute

Version History

new 1.0.1 Mar 10, 2026
updated 1.0.1 ← 1.0.0 diff Jul 5, 2022
new 1.0.0 Jun 22, 2022