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bootmlm

Bootstrap Resampling for Multilevel Models

v0.1.1 · May 13, 2026 · MIT + file LICENSE

Description

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.

Downloads

CRAN

459

Last 30 days

9091st

868

Last 90 days

868

Last year

Trend: +12.2% (30d vs prior 30d)

r2u CRAN

8

Last 30 days

17

Last 90 days

17

Last year

Trend: -11.1% (30d vs prior 30d)

autoCRAN

9

Last 7 days

59

Last 30 days

6

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Additional Issues

linux-arm64 Details →

Check History

OK 6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 14, 2026

Line coverage

Expression

Tests / Examples

Functions

30 9 exported

Complexity

2.9 avg / 21 max

Call network

30 nodes / 26 edges

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

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Lowest coverage

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

Code

Structure

Lines of code

3,206

Files

51

Compiled share

0%

Has compiled src

No

Language breakdown

R 1,201 (37.5%)Tests 982 (30.6%)Docs 550 (17.2%)Vignettes 473 (14.8%)

API

Exported functions

9

Internal functions

21

Recent export changes

v0.1.1+9 bootstrap_mer, devfun_mer, devfun_mer2 +6 more

Testing & CI

Has tests

Yes

Test-to-code ratio

0.82

testthat edition

3

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

42.9%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

4.1.0

System requirements

C++ standard

License

MIT + file LICENSE

License flags

SPDX valid, OSI approved

History

Versions

1

First release

2026-05-13

Latest release

2026-05-13

Avg cadence

Cold removal rate

Dep drift

0

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Reverse Dependencies (1)

suggests

Dependency Network

Dependencies Reverse dependencies boot lme4 Matrix numDeriv r2mlm bootmlm

Version History

1 tracked
new 0.1.1 May 13, 2026