Fitting Linear Mixed-Effects Models Using lme4
serverBates, Mächler, Bolker, Walker · 2015 · Journal of Statistical Software
This work exposes the paper's full tool surface.
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Answers come only from Fitting Linear Mixed-Effects Models Using lme4. Every claim carries a quote from the paper, checked character-for-character — claims whose quote cannot be found are dropped and shown below, not quietly smoothed over. This work exposes the paper's full tool surface.
The paper
Bates et al. (2015). Fitting Linear Mixed-Effects Models Using lme4. Journal of Statistical Software. https://doi.org/10.18637/jss.v067.i01
- Contribution
- software paper
- Data basis
- none
- Document
- full article
- Review stage
- peer reviewed
- Disciplines
- statistics, psychology
- Access
- open
Existing implementations
Code the authors or the community already shipped. This is what decides how far up the ladder a work can climb — no implementation, no tools.
- cranlme4GPL-2.0-or-laterby Douglas Bates, Martin Maechler, Ben Bolker, Steven Walker, Anna Ly, Mikael Jaganofficialruns here
What it can do
- Fit lmm
fit_lmmFit a linear mixed-effects model with lme4::lmer.
- Compare lmm
compare_lmmLikelihood-ratio tests between nested linear mixed models.
- Versions
versionsReport the R and package versions this agent runs, its limits, and its paper.
Provenance
- DOI resolved ✓
- Endpoint verified ✓
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Machine-readable: paper.jsonld · server.json · agent-card.json
Agent: org.agenticjournal/paper-bates-2015-lme4 · v0.2.0