R Observatory: Metrics for monomvn version 1.9-21

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

monomvn

1.9-21

Estimation for MVN and Student-t Data with Monotone Missingness

3packages depend

10.5Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Robert B. GramacyFirst published 2007-06-1166 releasesCRAN page ↗

Estimation of multivariate normal (MVN) and student-t data of arbitrary dimension where the pattern of missing data is monotone. See Pantaleo and Gramacy (2010) doi:10.48550/arXiv.0907.2135. Through the use of parsimonious/shrinkage regressions (plsr, pcr, lasso, ridge, etc.), where standard regressions fail, the package can handle a nearly arbitrary amount of missing data. The current version supports maximum likelihood inference and a full Bayesian approach employing scale-mixtures for Gibbs sampling. Monotone data augmentation extends this Bayesian approach to arbitrary missingness patterns. A fully functional standalone interface to the Bayesian lasso (from Park & Casella), Normal-Gamma (from Griffin & Brown), Horseshoe (from Carvalho, Polson, & Scott), and ridge regression with model selection via Reversible Jump, and student-t errors (from Geweke) is also provided.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("monomvn", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-monomvn

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-monomvn

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-monomvn

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 3.0 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

5

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 93%
Return-value docs: 91%
References docs: 88%

Downloads

10.5K

CRAN downloads in the past year

Rank #4,976 · ~29/day · ~878/mo

Releases R versions

Daily download trend is not available in this view yet.

37730 days

1.5K90 days

10.5K1 year

Compare downloads with other packages →

Also on456 r2u26 autocran85 c2d4u

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (4)

R >= 2.14.0pls larsMASS

Imports (2)

quadprog mvtnorm

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

BayesianLasso hetGP tidyfit

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Robert B. Gramacy

Author, Maintainer

Authors (1)

Robert B. Gramacy

Author, Maintainer

Listed in earlier versions (2)

with Fortran contributions from Cleve Moler (dpotri/LINPACK) as updated by Berwin A. Turlach (qpgen2/quadprog)

no longer listed · 1.9-13 to 1.9-20

Gramacy

no longer listed · 1.9-21

Package Timeline

66 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.9-21Latest
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R 4.4.0 released · 2024-04-24
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R 4.3.0 released · 2023-04-21
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R 4.2.0 released · 2022-04-22
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R 4.1.0 released · 2021-05-18
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R 4.0.0 released · 2020-04-24
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Show 77 earlier events

unarchivedReturned to CRAN
2019-11-28
archivedRemoved from CRAN
2019-11-21
misrepresentation of authorship No credit for included LINPACK routines, nor from copying from quadprog
1.9-10
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R 3.6.0 released · 2019-04-26
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R 3.5.0 released · 2018-04-23
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R 2.14.0 released · 2011-10-31
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R 2.10.0 released · 2009-10-26
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R
R 2.5.0 released · 2007-04-24

Package metadata

First published: 2007-06-11
Total releases: 66 / 19 yrs
License: LGPL
Minimum R: ≥ 2.14.0
Bundled data: 824 KB / 6 files
Download size: 961 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Missing Data

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("monomvn")

Format

Gramacy, R. B. (2024). monomvn: Estimation for MVN and Student-t Data with Monotone Missingness (Version 1.9-21) [Computer software]. https://doi.org/10.32614/CRAN.package.monomvn

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for monomvn version 1.9-21 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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