Package: fastglmm
Title: Fast (Generalized) Linear Mixed Models via the 'glmm' Rust
        Kernel
Version: 0.1.0
Authors@R: 
    person("Paweł", "Lenartowicz", role = c("aut", "cre"), email = "pawellenartowicz@europe.com",
           comment = c(ORCID = "0000-0002-6906-7217"))
Description: Fits linear models, generalized linear models, and
        (generalized) linear mixed models with a compiled Rust backend
        (the 'glmm' crate): REML linear mixed models, and Laplace or
        adaptive Gauss-Hermite quadrature for binomial and Poisson
        mixed models, using 'lme4'-style formulas. Estimates are
        validated against 'lme4' and 'MixedModels.jl'. Deliberately
        scoped to fast fitting - fixed effects, Wald standard errors,
        and variance components; anything the backend cannot compute
        honestly (random-effect predictions, likelihood-based criteria,
        profiling) is a documented error, never a silently different
        answer.
License: GPL (>= 3)
URL: https://github.com/pawlenartowicz/glmm
BugReports: https://github.com/pawlenartowicz/glmm/issues
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Config/rextendr/version: 0.5.0
SystemRequirements: Cargo (Rust's package manager), rustc >= 1.85
Depends: R (>= 4.2)
Imports: stats
Suggests: lme4, testthat (>= 3.0.0)
Config/testthat/edition: 3
Config/pak/sysreqs: libclang-dev
Repository: https://pawlenartowicz.r-universe.dev
Date/Publication: 2026-07-17 02:11:30 UTC
RemoteUrl: https://github.com/pawlenartowicz/GLMM
RemoteRef: r-universe
RemoteSha: 885cc19766e67bc3e9127d85325f653a133b130a
NeedsCompilation: yes
Packaged: 2026-07-17 03:42:28 UTC; root
Author: Paweł Lenartowicz [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-6906-7217>)
Maintainer: Paweł Lenartowicz <pawellenartowicz@europe.com>