Package: ridgregextra
Type: Package
Title: Ridge Regression Parameter Estimation
Version: 0.1.1
Authors@R: c(
    person("Filiz", "Karadag", , "filiz.karadag@ege.edu.tr", role = c("aut"),
           comment = c(ORCID = "0000-0002-0116-7772")),
    person("Hakan Savas", "Sazak", , "hakan.savas.sazak@ege.edu.tr", role = c("aut"),
           comment = c(ORCID = "0000-0001-6123-1214")),
    person("Olgun", "Aydin", , "olgun.aydin@pg.edu.pl", role = c("cre"),
           comment = c(ORCID = "0000-0002-7090-0931")))
Description: It is a package that provides alternative approach for finding optimum parameters of ridge regression. This package focuses on finding the ridge parameter value k which makes the variance inflation factors closest to 1, while keeping them above 1 as addressed by Michael Kutner, Christopher Nachtsheim, John Neter, William Li (2004, ISBN:978-0073108742). Moreover, the package offers end-to-end functionality to find optimum k value and presents the detailed ridge regression results. Finally it shows three sets of graphs consisting k versus variance inflation factors, regression coefficients and standard errors of them. 
License: GPL (>= 3)
Encoding: UTF-8
URL: https://github.com/filizkrdg/ridgregextra
BugReports: https://github.com/filizkrdg/ridgregextra/issues
Depends: R (>= 4.0.0), plotly (>= 4.9.0), isdals (>= 3.0.0), mctest (>=
        1.3.0), stats(>= 4.0.0), graphics(>= 4.0.0)
RoxygenNote: 7.1.1
NeedsCompilation: no
Packaged: 2023-11-25 21:39:09 UTC; olgunaydin
Author: Filiz Karadag [aut] (<https://orcid.org/0000-0002-0116-7772>),
  Hakan Savas Sazak [aut] (<https://orcid.org/0000-0001-6123-1214>),
  Olgun Aydin [cre] (<https://orcid.org/0000-0002-7090-0931>)
Maintainer: Olgun Aydin <olgun.aydin@pg.edu.pl>
Repository: CRAN
Date/Publication: 2023-11-25 21:50:02 UTC
Built: R 4.6.0; ; 2026-04-26 21:06:25 UTC; unix
