monomvn

1.9-21

Estimation for MVN and Student-t Data with Monotone Missingness

3packages depend

11.1Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Robert B. GramacyFirst published 2007-06-1152 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")

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

Release

# one-time r2u setup for Ubuntu (noble)

curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash

# then install

sudo apt install r-cran-monomvn

Fast Ubuntu binaries via r2u (no compilation). Run the setup once per machine.

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

sudo dnf copr enable iucar/cran

sudo dnf install R-CRAN-monomvn

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

sudo zypper install R-monomvn

RPMs auto-built from CRAN on openSUSE OBS.

Health

CRAN checks

13OK

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

None

Vignettes

README

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

11.1K

CRAN downloads in the past year

Rank #6,239 · ~30/day · ~923/mo

monomvn Releases R versions

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65330 days

1.7K90 days

11.1K1 year

Compare downloads with other packages →

Also on468 r2u25 autocran85 c2d4u

Source & community

Repository stars, issues, and contributor activity are not tracked yet.

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

Reverse dependencies

3direct

–indirect (not tracked)

BayesianLasso hetGP tidyfit

Code & Tests

Code Composition

C 4,912 (31%)C++ 4,529 (28%)R 3,633 (23%)Rd 2,176 (14%)Fortran 693 (4%)

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

330 15 exported

Complexity

13 avg / 91 max

Call network

330 nodes / 405 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Call graph

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (1)

Maintainer (1)

Robert B. Gramacy

Author, Maintainer

Authors (1)

Robert B. Gramacy

Author, Maintainer

Release timeline

52 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
2024-09-23 · current release · diff ↗
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R 4.4.0 released · 2024-04-24
1.9-20
2024-01-11 · diff ↗
1.9-19
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1.9-18
2023-08-21 · diff ↗
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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
1.9-13
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Show 61 earlier events

1.9-10
2019-06-11 · diff ↗
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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 3.4.0 released · 2017-04-21
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R 2.15.0 released · 2012-03-30
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R 2.14.0 released · 2011-10-31
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R 2.12.0 released · 2010-10-15
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R 2.11.0 released · 2010-04-22
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R 2.10.0 released · 2009-10-26
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R 2.9.0 released · 2009-04-17
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R 2.8.0 released · 2008-10-20
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R 2.7.0 released · 2008-04-22
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R 2.6.0 released · 2007-10-03
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1.0
2007-06-11
R
R 2.5.0 released · 2007-04-24

Package metadata

First published: 2007-06-11
Total releases: 52 / 19 yrs
License: LGPL
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet