Package: CBPE
Type: Package
Title: Correlation-Based Penalized Estimators
Version: 0.1.0
Authors@R: c(
    person("Mohammad", "Arashi", email = "arashi@um.ac.ir", role = c('ctb'), comment = c(ORCID = "0000-0002-5881-9241")),
    person("Mahdi", "Rahimi", email = "mahdi.rahimi@hotmail.com", role = c('ctb')),
    person("Mina", "Norouzirad", email = "mina.norouzirad@gmail.com", role = c("aut", "cre", 'cph'), comment = c(ORCID = "0000-0003-0311-6888")),
    person("FCT, I.P.", role = "fnd", comment = c("under the scope of the projects UIDB/00297/2020 and UIDP/00297/2020 (NovaMath)"))
    )
Maintainer: Mina Norouzirad <mina.norouzirad@gmail.com>
Description: Provides correlation-based penalty estimators for both linear and logistic regression models by implementing a new regularization method that incorporates correlation structures within the data. This method encourages a grouping effect where strongly correlated predictors tend to be in or out of the model together. See Tutz and Ulbricht (2009) <doi:10.1007/s11222-008-9088-5> and Algamal and Lee (2015) <doi:10.1016/j.eswa.2015.08.016>.
License: GPL (>= 2)
URL: https://github.com/mnrzrad/CBPE
Encoding: UTF-8
RoxygenNote: 7.3.2
Depends: R (>= 3.5)
Imports: stats
NeedsCompilation: no
Packaged: 2024-07-02 07:23:55 UTC; minan
Author: Mohammad Arashi [ctb] (<https://orcid.org/0000-0002-5881-9241>),
  Mahdi Rahimi [ctb],
  Mina Norouzirad [aut, cre, cph]
    (<https://orcid.org/0000-0003-0311-6888>),
  FCT, I.P. [fnd] (under the scope of the projects UIDB/00297/2020 and
    UIDP/00297/2020 (NovaMath))
Repository: CRAN
Date/Publication: 2024-07-02 15:30:02 UTC
Built: R 4.3.3; ; 2025-01-24 05:22:34 UTC; unix
