Other packages > Find by keyword >

VisCollin  

Visualizing Collinearity Diagnostics
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("VisCollin", "0.1.2")



Attach the package and use:
library("VisCollin")
Maintained by
Michael Friendly
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-08-17
Latest Update: 2023-09-05
Description:
Provides methods to calculate diagnostics for multicollinearity among predictors in a linear or generalized linear model. It also provides methods to visualize those diagnostics following Friendly & Kwan (2009), "Where’s Waldo: Visualizing Collinearity Diagnostics", <doi:10.1198/tast.2009.0012>. These include better tabular presentation of collinearity diagnostics that highlight the important numbers, a semi-graphic tableplot of the diagnostics to make warning and danger levels more salient, and a "collinearity biplot" of the smallest dimensions of predictor space, where collinearity is most apparent.
How to cite:
Michael Friendly (2023). VisCollin: Visualizing Collinearity Diagnostics. R package version 0.1.2, https://cran.r-project.org/web/packages/VisCollin
Previous versions and publish date:
0.1.1 (2023-08-17 09:52)
Other packages that cited VisCollin R package
View VisCollin citation profile
Other R packages that VisCollin depends, imports, suggests or enhances
Functions, R codes and Examples using the VisCollin R package
Full VisCollin 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

treeheatr  
Heatmap-Integrated Decision Tree Visualizations
Creates interpretable decision tree visualizations with the data represented as a heatmap at the tr ...
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  
DWDLargeR  
Fast Algorithms for Large Scale Generalized Distance Weighted Discrimination
Solving large scale distance weighted discrimination. The main algorithm is a symmetric Gauss-Seide ...
Download / Learn more Package Citations See dependency  
iheiddown  
For Writing Geneva Graduate Institute Documents
A set of tools for writing documents according to Geneva Graduate Institute conventions and regulat ...
Download / Learn more Package Citations See dependency  
MHTrajectoryR  
Bayesian Model Selection in Logistic Regression for the Detection of Adverse Drug Reactions
Spontaneous adverse event reports have a high potential for detecting adverse drug reactions. Howeve ...
Download / Learn more Package Citations See dependency  
svines  
Stationary Vine Copula Models
Provides functionality to fit and simulate from stationary vine copula models for time series, see ...
Download / Learn more Package Citations See dependency  

22,299

R Packages

189,944

Dependencies

55,238

Author Associations

22,300

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns