Package: lmmprobe
Type: Package
Title: Sparse High-Dimensional Linear Mixed Modeling with a Partitioned
        Empirical Bayes ECM Algorithm
Version: 0.1.0
Date: 2026-02-27
Authors@R: c(person(given = "Anja",
                    family = "Zgodic",
                    role = c("aut", "cre"),
                    email = "anja.zgodic@gmail.com"),
             person(given = "Ray",
                    family = "Bai",
                    role = "aut",
                    comment = c(ORCID = "0000-0001-7150-7229")),
             person(given = "Jiajia",
                    family = "Zhang",
                    role = "aut",
                    comment = c(ORCID = "0000-0001-8281-8532")),
             person(given = "Alex",
                    family = "McLain",
                    role = "aut",
                    comment = c(ORCID = "0000-0002-5475-0670")),
             person(given = "Peter",
                    family = "Olejua",
                    role = "aut",
                    comment = c(ORCID = "0000-0002-2478-0908")))
Description: Implements a partitioned Empirical Bayes Expectation Conditional
    Maximization (ECM) algorithm for sparse high-dimensional linear mixed
    modeling as described in Zgodic, Bai, Zhang, and McLain (2025)
    <doi:10.1007/s11222-025-10649-z>. The package provides efficient estimation
    and inference for mixed models with high-dimensional fixed effects.
License: GPL (>= 2)
URL: https://github.com/anjazgodic/lmmprobe
BugReports: https://github.com/anjazgodic/lmmprobe/issues
Encoding: UTF-8
RoxygenNote: 7.3.3
Depends: R (>= 3.5.0)
Imports: Rcpp (>= 1.0.8.3), lme4 (>= 1.1-29), future.apply (>= 1.10.0)
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (>= 3.0.0), knitr, rmarkdown, MASS
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2026-03-08 16:13:58 UTC; peter
Author: Anja Zgodic [aut, cre],
  Ray Bai [aut] (ORCID: <https://orcid.org/0000-0001-7150-7229>),
  Jiajia Zhang [aut] (ORCID: <https://orcid.org/0000-0001-8281-8532>),
  Alex McLain [aut] (ORCID: <https://orcid.org/0000-0002-5475-0670>),
  Peter Olejua [aut] (ORCID: <https://orcid.org/0000-0002-2478-0908>)
Maintainer: Anja Zgodic <anja.zgodic@gmail.com>
Repository: CRAN
Date/Publication: 2026-03-12 09:00:09 UTC
Built: R 4.4.3; x86_64-w64-mingw32; 2026-03-12 12:53:13 UTC; windows
Archs: x64
