Package: galamm
Title: Generalized Additive Latent and Mixed Models
Version: 0.2.1
Authors@R: c(
    person(given = "Øystein",
           family = "Sørensen",
           role = c("aut", "cre"),
           email = "oystein.sorensen@psykologi.uio.no",
           comment = c(ORCID = "0000-0003-0724-3542")),
    person(given = "Douglas", family = "Bates", role = "ctb"),       
    person(given = "Ben", family = "Bolker", role = "ctb"),
    person(given = "Martin", family = "Maechler", role = "ctb"),
    person(given = "Allan", family = "Leal", role = "ctb"),
    person(given = "Fabian", family = "Scheipl", role = "ctb"),
    person(given = "Steven", family = "Walker", role = "ctb"),
    person(given = "Simon", family = "Wood", role = "ctb")
           )
Description: Estimates generalized additive latent and
    mixed models using maximum marginal likelihood, 
    as defined in Sorensen et al. (2023) 
    <doi:10.1007/s11336-023-09910-z>, which is an extension of Rabe-Hesketh and
    Skrondal (2004)'s unifying framework for multilevel latent variable 
    modeling <doi:10.1007/BF02295939>. Efficient computation is done using sparse 
    matrix methods, Laplace approximation, and automatic differentiation. The 
    framework includes generalized multilevel models with heteroscedastic 
    residuals, mixed response types, factor loadings, smoothing splines, 
    crossed random effects, and combinations thereof. Syntax for model 
    formulation is close to 'lme4' (Bates et al. (2015) 
    <doi:10.18637/jss.v067.i01>) and 'PLmixed' (Rockwood and Jeon (2019) 
    <doi:10.1080/00273171.2018.1516541>).
License: GPL (>= 3)
URL: https://github.com/LCBC-UiO/galamm,
        https://lcbc-uio.github.io/galamm/
BugReports: https://github.com/LCBC-UiO/galamm/issues
Encoding: UTF-8
Imports: lme4, Matrix, memoise, methods, mgcv, nlme, Rcpp, Rdpack,
        stats
Depends: R (>= 3.5.0)
LinkingTo: Rcpp, RcppEigen
LazyData: true
RoxygenNote: 7.3.2
Suggests: covr, gamm4, knitr, PLmixed, rmarkdown, testthat (>= 3.0.0)
Config/testthat/edition: 3
VignetteBuilder: knitr, rmarkdown
RdMacros: Rdpack
NeedsCompilation: yes
SystemRequirements: C++17
Packaged: 2024-08-17 11:37:04 UTC; oyss
Author: Øystein Sørensen [aut, cre] (<https://orcid.org/0000-0003-0724-3542>),
  Douglas Bates [ctb],
  Ben Bolker [ctb],
  Martin Maechler [ctb],
  Allan Leal [ctb],
  Fabian Scheipl [ctb],
  Steven Walker [ctb],
  Simon Wood [ctb]
Maintainer: Øystein Sørensen <oystein.sorensen@psykologi.uio.no>
Repository: CRAN
Date/Publication: 2024-08-18 07:20:02 UTC
Built: R 4.6.0; x86_64-w64-mingw32; 2025-05-04 02:21:24 UTC; windows
Archs: x64
