Package: MUVR2
Title: Multivariate Methods with Unbiased Variable Selection
Version: 0.1.0
Authors@R: c(person(given = "Carl",
                    family = "Brunius",
                    role = "aut",
                    email = "carl.brunius@chalmers.se"),
             person(given = "Yingxiao",
                    family = "Yan",
                    role = c("aut", "cre"),
                    email = "yingxiao@chalmers.se"))
Author: Carl Brunius [aut], Yingxiao Yan [aut, cre]
Maintainer: Yingxiao Yan <yingxiao@chalmers.se>
Description: Predictive multivariate modelling for metabolomics. Types:
        Classification and regression. Methods: Partial Least Squares,
        Random Forest ans Elastic Net Data structures: Paired and
        unpaired Validation: repeated double cross-validation
        (Westerhuis et al. (2008)<doi:10.1007/s11306-007-0099-6>,
        Filzmoser et al. (2009)<doi:10.1002/cem.1225>) Variable
        selection: Performed internally, through tuning in the inner
        cross-validation loop.
URL: https://github.com/MetaboComp/MUVR2
BugReports: https://github.com/MetaboComp/MUVR2/issues
Depends: R (>= 3.5.0)
Imports: stats, graphics, randomForest, ranger, pROC, doParallel,
        foreach, caret, glmnet, splines, dplyr, psych, magrittr, mgcv,
        grDevices, parallel
License: GPL-3
LazyData: true
RoxygenNote: 7.3.2
Encoding: UTF-8
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Config/pak/sysreqs: libicu-dev
Repository: https://metabocomp.r-universe.dev
Date/Publication: 2024-09-18 06:39:51 UTC
RemoteUrl: https://github.com/metabocomp/muvr2
RemoteRef: HEAD
RemoteSha: 861ac7bdd77996a4b611fbffc621be0d51ca873d
NeedsCompilation: no
Packaged: 2026-06-20 08:39:45 UTC; root