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RegrCoeffsExplorer  

Efficient Visualization of Regression Coefficients for Lm(), Glm(), and Glmnet() Objects
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RegrCoeffsExplorer", "1.2.0")



Attach the package and use:
library("RegrCoeffsExplorer")
Maintained by
Vadim Tyuryaev
[Scholar Profile | Author Map]
First Published: 2024-11-28
Latest Update: 2024-11-28
Description:
The visualization tool offers a nuanced understanding of regression dynamics, going beyond traditional per-unit interpretation of continuous variables versus categorical ones. It highlights the impact of unit changes as well as larger shifts like interquartile changes, acknowledging the distribution of empirical data. Furthermore, it generates visualizations depicting alterations in Odds Ratios for predictors across minimum, first quartile, median, third quartile, and maximum values, aiding in comprehending predictor-outcome interplay within empirical data distributions, particularly in logistic regression frameworks.
How to cite:
Vadim Tyuryaev (2024). RegrCoeffsExplorer: Efficient Visualization of Regression Coefficients for Lm(), Glm(), and Glmnet() Objects. R package version 1.2.0, https://cran.r-project.org/web/packages/RegrCoeffsExplorer. Accessed 17 Feb. 2025.
Previous versions and publish date:
1.1.0 (2024-11-14 14:50)
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Functions, R codes and Examples using the RegrCoeffsExplorer R package
Full RegrCoeffsExplorer package functions and examples
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