Other packages > Find by keyword >

ridgregextra  

Ridge Regression Parameter Estimation
View on CRAN: Click here


Download and install ridgregextra package within the R console
Install from CRAN:
install.packages("ridgregextra")

Install from Github:
library("remotes")
install_github("cran/ridgregextra")

Install by package version:
library("remotes")
install_version("ridgregextra", "0.1.1")



Attach the package and use:
library("ridgregextra")
Maintained by
Olgun Aydin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-03-16
Latest Update: 2023-11-25
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.
How to cite:
Olgun Aydin (2023). ridgregextra: Ridge Regression Parameter Estimation. R package version 0.1.1, https://cran.r-project.org/web/packages/ridgregextra. Accessed 28 Jan. 2025.
Previous versions and publish date:
0.1.0 (2023-03-16 20:00)
Other packages that cited ridgregextra R package
View ridgregextra citation profile
Other R packages that ridgregextra depends, imports, suggests or enhances
Complete documentation for ridgregextra
Functions, R codes and Examples using the ridgregextra R package
Some associated functions: ridge_reg . ridgereg_k . vif_k . 
Some associated R codes: ridge_reg.R . ridgereg_k.R . vif_k.R .  Full ridgregextra package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

waiter  
Loading Screen for 'Shiny'
Full screen and partial loading screens for 'Shiny' with spinners, progress bars, and notifications. ...
Download / Learn more Package Citations See dependency  
easyPubMed  
Search and Retrieve Scientific Publication Records from PubMed
Query NCBI Entrez and retrieve PubMed records in XML or text format. Process PubMed records by extra ...
Download / Learn more Package Citations See dependency  
MetaIntegration  
Ensemble Meta-Prediction Framework
An ensemble meta-prediction framework to integrate multiple regression models into a current study. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
fontcm  
Computer Modern font for use with extrafont package
Computer Modern font for use with extrafont package ...
Download / Learn more Package Citations See dependency  
fabMix  
Overfitting Bayesian Mixtures of Factor Analyzers with Parsimonious Covariance and Unknown Number of Components
Model-based clustering of multivariate continuous data using Bayesian mixtures of factor analyzers ( ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA