DESCRIPTION

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
LazyData: false
RoxygenNote: 7.3.2
Depends:
    R (>= 3.5)
Imports:
  stats