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]
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 13 May. 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
04/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/0605/0705/0805/0905/1005/1105/12Downloads for ridgregextra234567891011121314TrendBars

Today's Hot Picks in Authors and Packages

nat.utils  
File System Utility Functions for 'NeuroAnatomy Toolbox'
Utility functions that may be of general interest but are specifically required by the 'NeuroAnatom ...
Download / Learn more Package Citations See dependency  
genlogis  
Generalized Logistic Distribution
Provides basic distribution functions for a generalized logistic distribution proposed by Rathie and ...
Download / Learn more Package Citations See dependency  
dtrackr  
Track your Data Pipelines
Track and document 'dplyr' data pipelines. As you filter, mutate, and join your way through a data ...
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  
tryCatchLog  
Advanced 'tryCatch()' and 'try()' Functions
Advanced tryCatch() and try() functions for better error handling (logging, stack trace with source ...
Download / Learn more Package Citations See dependency  
StanHeaders  
C++ Header Files for Stan
The C++ header files of the Stan project are provided by this package, but it contains little R code ...
Download / Learn more Package Citations See dependency  

24,223

R Packages

207,311

Dependencies

65,402

Author Associations

24,224

Publication Badges

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