Package: CBPE 0.1.0
Mina Norouzirad
CBPE:Correlation-Based Penalized Estimators
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>.
Authors:
CBPE_0.1.0.tar.gz
CBPE_0.1.0.tar.gz(r-4.5-noble)CBPE_0.1.0.tar.gz(r-4.4-noble)
CBPE_0.1.0.tgz(r-4.4-emscripten)CBPE_0.1.0.tgz(r-4.3-emscripten)
CBPE.pdf |CBPE.html✨
CBPE/json (API)
NEWS
| # InstallCBPE in R: |
| install.packages('CBPE',repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mnrzrad/cbpe/issues
Last updated 3 days agofrom:e003f17faf
Exports:CBPLinearECBPLogisticE
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Correlation-based Estimator for Linear Regression Models | CBPLinearE |
| Correlation-based Estimator for Logistic Regression Models | CBPLogisticE |
