Multi-Model Inference
Overview
Tools for model selection and model averaging with support for a wide range of statistical models. Automated model selection through subsets of the maximum model, with optional constraints for model inclusion. Averaging of model parameters and predictions based on model weights derived from information criteria (AICc and alike) or custom model weighting schemes.
- backward compatibility in printing "model.selection" and "model.averaging" objects.
From NEWS in the release
Install
Health
- OK13 OK2026-09-12
- ERROR10 OK, 3 ERROR2026-09-04
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-03-10
Documentation
- Help pages
- 39includes a package overview page
- Examples that run
- 97%30 run in a plain check (1 of them under a condition) · 1 never run
- Exported functions with examples
- 86%
- Documented parameters
- 82%
- Return-value docs
- 93%
- Help pages citing references
- 54%
Also includes 5 demo scripts (run with demo())
Downloads
Dependencies
Installing MuMIn adds 1 package (0 with compiled code, 1.2 MB of source tarballs). Heaviest: insight 1.2 MB.
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
- RR 3.3.0 released · 2016-05-03
- RR 3.2.0 released · 2015-04-16
- RR 3.1.0 released · 2014-04-10
- 3.0.3Latest
- 3.0.1
- RR 3.0.0 released · 2013-04-03
Show 65 earlier eventsHide 65 earlier events
- 2.15.3
- 2.15.22012-07-13 · diff ↗
- 2.15.12012-04-01 · diff ↗
- RR 2.15.0 released · 2012-03-30
- 2.14.22012-01-30 · diff ↗
- 2.14.12011-11-28 · diff ↗
- RR 2.14.0 released · 2011-10-31
- 2.14.02011-10-21 · diff ↗
- 2.13.22011-09-23 · diff ↗
- RR 2.13.0 released · 2011-04-13
- 2.12.22011-02-10 · diff ↗
- RR 2.12.0 released · 2010-10-15
- 2.12.02010-09-13 · diff ↗
- RR 2.11.0 released · 2010-04-22
- RR 2.10.0 released · 2009-10-26
- 2.10.02009-06-14 · diff ↗ ·
added 26 exports
AICc, beta.weights, coeffs, coeffs.default, coeffs.glmer, coeffs.gls, coeffs.lme, coeffs.lmer, coeffs.mer, coeffs.spautolm, dredge, get.models, getAllTerms, getAllTerms.default, getAllTerms.formula, getAllTerms.glmer, getAllTerms.lme, getAllTerms.lmer, getAllTerms.mer, model.avg, par.avg, print.averaging, print.model.selection, tTable, tTable.default, QAIC - 1.48.192026-03-27 · diff ↗
- 1.48.11
- 1.48.4
- 1.47.52023-03-22 · diff ↗
- 1.47.1
- 1.46.0
- 1.43.172020-04-15 · diff ↗
- 1.43.152019-12-20 · diff ↗
- 1.43.142019-12-18 · diff ↗
- 1.43.102019-12-05 · diff ↗
- 1.43.6
- 1.42.1
- 1.40.42018-01-30 · diff ↗
- 1.40.02017-10-02 · diff ↗ ·
added 8 exports
Weights<-, armWeights, BGWeights, cos2Weights, jackknifeWeights, stackingWeights, bootWeights, loo - 1.15.62016-01-07 · diff ↗
- 1.15.1
- 1.14.0
- 1.13.4
- 1.12.1
- 1.10.52014-08-12 · diff ↗
- 1.10.02014-05-14 · diff ↗
- 1.9.132013-10-29 · diff ↗
- 1.9.112013-10-18 · diff ↗
- 1.9.52013-04-11 · diff ↗
- 1.9.02013-01-24 · diff ↗
- 1.8.0
- 1.7.122012-11-11 · diff ↗
- 1.7.112012-07-18 · diff ↗
- 1.7.7
- 1.7.22012-01-31 · diff ↗
- 1.7.02012-01-25 · diff ↗
- 1.6.62012-01-14 · diff ↗
- 1.6.52011-11-28 · diff ↗
- 1.6.4
- 1.6.1
- 1.6.0
- 1.5.22011-10-23 · diff ↗
- 1.5.0
- 1.3.102011-09-23 · diff ↗
- 1.3.6
- 1.0.02011-03-01 · diff ↗
- 0.13.21
- 0.13.172010-09-21 · diff ↗
- 0.13.142010-09-06 · diff ↗
- 0.13.92010-08-25 · diff ↗
- 0.13.82010-08-05 · diff ↗
- 0.13.32010-07-24 · diff ↗ ·
removed 16 exports
coeffs.default, coeffs.glmer, coeffs.gls, coeffs.lme, coeffs.lmer, coeffs.mer, coeffs.spautolm, getAllTerms.default, getAllTerms.formula, getAllTerms.glmer, getAllTerms.lme, getAllTerms.lmer, getAllTerms.mer, print.averaging, print.model.selection, tTable.default - 0.12.22010-05-28
- RR 2.9.0 released · 2009-04-17
Package metadata
- First published
- 2009-06-14
- Total releases
- 60 / 17 yrs
- License
- GPL-2 OSI
- Minimum R
- ≥ 4.4.0
- Bundled data
- 1.3 KB / 3 files
- Download size
- 186 KB
Cite
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