R Observatory: Metrics for MicroMacroMultilevel version 0.4.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

MicroMacroMultilevel

0.4.0Package record

Micro-Macro Multilevel Modeling

0packages depend

5.9Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Nancy R XuCRAN page ↗

Most multilevel methodologies can only model macro-micro multilevel situations in an unbiased way, wherein group-level predictors (e.g., city temperature) are used to predict an individual-level outcome variable (e.g., citizen personality). In contrast, this R package enables researchers to model micro-macro situations, wherein individual-level (micro) predictors (and other group-level predictors) are used to predict a group-level (macro) outcome variable in an unbiased way.

Install

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

install.packages("MicroMacroMultilevel", 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-micromacromultilevel

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-MicroMacroMultilevel

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-MicroMacroMultilevel

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Nancy R Xu <nancyranxu@gmail.com>’

Found the following \keyword or \concept entries
which likely give several index terms:
  File ‘adjusted.predictors.Rd’:
    \keyword{micro-macro,}
    \keyword{modeling,}
  File ‘micromacro.lm.Rd’:
    \keyword{micro-macro,}
    \keyword{modeling,}
    \keyword{variables,}
  File ‘micromacro.summary.Rd’:
    \keyword{micro-macro,}
    \keyword{modeling,}

CRAN check page ↗

Slowest check: 51 s · r-devel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE9 OK, 5 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.4.0

READMEYes · 1,598 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 3
Examples that run: 100%3 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 100%

How these are measured

Downloads

5.9K

CRAN downloads in the past year

Rank #14,397 · ~16/day · ~496/mo

Releases R versions

Daily download trend is not available in this view yet.

29430 days

83690 days

5.9K1 year

Compare downloads with other packages →

Also on70 r2u1 autocran

How downloads are counted

Dependencies

Declared dependencies

0 external dependencies (excludes base and recommended)

Installing MicroMacroMultilevel adds no packages beyond those that come with R.

Depends (1)

R >= 3.1.0

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Nancy R Xu

Author, Maintainer since 0.4.0 (2017)

Jackson G Lu

Author

Elizabeth Page-Gould

Author

Listed in earlier versions (2)

Jackson G

no longer listed · 0.4.0

Nancy R

no longer listed · 0.4.0

Releases (1)

R
R 4.6.0 released · 2026-04-24
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
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
0.4.0Latest
record
2017-07-01 · current release
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-07-01
Total releases: 1 / 9 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.1.0
Download size: 13 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("MicroMacroMultilevel")

Format

Xu, N. R., Lu, J. G., & Page-Gould, E. (2017). MicroMacroMultilevel: Micro-Macro Multilevel Modeling (Version 0.4.0) [Computer software]. https://doi.org/10.32614/CRAN.package.MicroMacroMultilevel

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 MicroMacroMultilevel version 0.4.0 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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