R Observatory: Metrics for MIIPW version 0.1.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

MIIPW

0.1.2

IPW and Mean Score Methods for Time-Course Missing Data

0packages depend

3.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Atanu BhattacharjeeFirst published 2021-06-233 releasesCRAN page ↗

Contains functions for data analysis of Repeated measurement using GEE. Data may contain missing value in response and covariates. For parameter estimation through Fisher Scoring algorithm, Mean Score and Inverse Probability Weighted method combining with Multiple Imputation are used when there is missing value in covariates/response. Reference for mean score method, inverse probability weighted method is Wang et al(2007)doi:10.1093/biostatistics/kxl024.

Install

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

install.packages("MIIPW", 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-miipw

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-MIIPW

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-MIIPW

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

Health

CRAN checks

13OK

Slowest check: 3.6 min · r-oldrel-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
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 10%
Documented parameters: 100%
Return-value docs: 76%
References docs: 50%

Downloads

3.4K

CRAN downloads in the past year

Rank #13,749 · ~9/day · ~282/mo

Releases R versions

Daily download trend is not available in this view yet.

16130 days

74490 days

3.4K1 year

Compare downloads with other packages →

Also on122 r2u12 autocran16 c2d4u

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Depends (3)

R >= 2.10lme4 spatstat

Imports (3)

miceMatrixMASS

LinkingTo (0)

none

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Atanu Bhattacharjee

Author, Maintainer, Contributor

Authors (3)

Atanu Bhattacharjee

Author, Maintainer, Contributor

Bhrigu Kumar Rajbongshi

Author, Contributor

Gajendra K Vishwakarma

Author, Contributor

Contributors (3)

Atanu Bhattacharjee

Author, Maintainer, Contributor

Bhrigu Kumar Rajbongshi

Author, Contributor

Gajendra K Vishwakarma

Author, Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.1.2Latest
2025-04-21 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.1.1
2023-02-14 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.1.0
2021-06-23
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-06-23
Total releases: 3 / 5 yrs
License: GPL-3 OSI
Minimum R: ≥ 2.10
Bundled data: 9.7 KB / 1 file
Download size: 56 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Missing Data Mixed, Multilevel, and Hierarchical Models in R

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("MIIPW")

Format

Bhattacharjee, A., Rajbongshi, B. K., & Vishwakarma, G. K. (2025). MIIPW: IPW and Mean Score Methods for Time-Course Missing Data (Version 0.1.2) [Computer software]. https://doi.org/10.32614/CRAN.package.MIIPW

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 MIIPW version 0.1.2 [Data set]. HJJB, LLC. Data release v2026-08-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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