bootmlm

0.1.1

Bootstrap Resampling for Multilevel Models

1packages depend

1.1Kdownloads / year

73.3%test coverage

13/13checks pass

Overview

About

Maintained by Mark LaiFirst published 2026-05-131 releasesCRAN page ↗GitHub ↗

Functions for bootstrapping with multilevel data and models (and mixed-effect models). It implements multiple bootstrap methods under the parametric, residual, and case bootstrap categories, as discussed in Van der Leeden, Meijer, and Busing (2008) doi:10.1007/978-0-387-73186-5_11 and Carpenter, Goldstein, and Rasbash (2003) doi:10.1111/1467-9876.00415. Currently it supports fitted objects from the 'lme4' package.

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("marklhc/bootmlm")

Development version from marklhc/bootmlm. Installs pak first if it is not already available.

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-bootmlm

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-bootmlm

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-bootmlm

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

Health

CRAN checks

13OK

Slowest check: 3.7 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.82

73.3%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-05-14
6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 82 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 27%

Downloads

1.1K

CRAN downloads in the past year

Rank #9,589 · ~3/day · ~91/mo

Releases R versions

Daily download trend is not available in this view yet.

29030 days

1.1K90 days

1.1K1 year

Compare downloads with other packages →

Also on17 r2u2 autocran

Repository

GitHub ↗ marklhc/bootmlm

4Stars

0Forks

1Open issues

0Open PRs

1Releases

61Commits

2Contributors

61 commits · Last activity 2026-05-05

Stars over time

2023-03-14 · 42026-07-07 · 4

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/marklhc/bootmlm on 2026-07-30.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (7)

bootlme4MatrixmethodsnumDerivstatsutils

LinkingTo (0)

none

Suggests (10)

nlmetestthatMASSknitr rmarkdown haven msm dplyr purrr ggplot2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

r2mlm

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Mark Lai

Author, Maintainer, Copyright holder

Authors (1)

Mark Lai

Author, Maintainer, Copyright holder

Mark Lai

Author, Maintainer, Copyright holder

Package Timeline

1 release. R releases are shown for context.

0.1.1Latest
2026-05-13 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-05-13
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 2.0 KB / 1 file
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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