Package: spexvb
Type: Package
Title: Parameter Expanded Variational Bayes for High-Dimensional Linear
        Regression
Version: 0.1.0
Authors@R: c(person('Peter', 'Olejua', email = 'polejua@email.sc.edu', role = c('aut', 'cre'), comment = c(ORCID = '0000-0002-2478-0908')), person('Alexander', 'McLain', email = 'mclaina@mailbox.sc.edu', role = 'aut'))
Description: Implements a parameter expanded variational Bayes algorithm for linear regression models with high-dimensional variable selection. The methodology utilizes spike-and-slab priors to perform simultaneous estimation and selection. Details can be found in Olejua et al. (2024) <doi:10.21203/rs.3.rs-7208847/v1>.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.3
Imports: Rcpp, glmnet, caret, foreach
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (>= 3.0.0), roxygen2, knitr, rmarkdown, doParallel
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2026-02-13 04:43:53 UTC; peter
Author: Peter Olejua [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-2478-0908>),
  Alexander McLain [aut]
Maintainer: Peter Olejua <polejua@email.sc.edu>
Repository: CRAN
Date/Publication: 2026-02-17 21:40:02 UTC
Built: R 4.6.0; aarch64-apple-darwin23; 2026-04-25 13:52:50 UTC; unix
Archs: spexvb.so.dSYM
