Package: corila
Version: 0.1.0
Title: Sparse modelling with grouped and correlated features allowing
        for privileged information
Description: Implements lasso regression (Gaussian, binomial, Poisson,
        and Cox) for features in heterogeneous groups (e.g., where some
        groups contain subgroups of correlated features), overlapping
        groups (i.e., where some features belong to two or more
        groups), and misspecified groups (i.e., where some group labels
        are incorrect or missing). Involves an initial ridge regression
        followed by a final adaptive lasso regression. Exchanges
        information between features according to their assumed
        adjacencies or their observed correlations to improve selection
        and predictive performance. Allows for features that can
        provide information on other features but must not themselves
        be selected (i.e., privileged information).
Depends: R (>= 4.0.0)
Imports: stats, checkmate, glmnet, multiridge
Suggests: MASS, mvtnorm, pROC, survival, knitr, testthat, remotes,
        rmarkdown, spelling
Authors@R: person(given="Armin",family="Rauschenberger",email="armin.rauschenberger@lih.lu",role=c("aut","cre"),comment=c(ORCID="0000-0001-6498-4801"))
Encoding: UTF-8
VignetteBuilder: knitr
Language: en-GB
URL: https://github.com/rauschenberger/corila,
        https://rauschenberger.github.io/corila/
BugReports: https://github.com/rauschenberger/corila/issues
License: GPL (>= 3)
Config/roxygen2/version: 8.1.0
Roxygen: list(markdown = TRUE, roclets = c ("namespace", "rd",
        "srr::srr_stats_roclet"))
Repository: https://ropensci-staging.r-universe.dev
Date/Publication: 2026-10-21 08:07:48 UTC
RemoteUrl: https://github.com/rauschenberger/corila
RemoteRef: HEAD
RemoteSha: 9110b77ec679375a698e820b2d73ef9f9d86f96e
NeedsCompilation: no
Packaged: 2026-10-21 12:11:36 UTC; root
Author: Armin Rauschenberger [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-6498-4801>)
Maintainer: Armin Rauschenberger <armin.rauschenberger@lih.lu>