RegrCoeffsExplorer
Efficient Visualization of Regression Coefficients for lm(), glm(), and glmnet() Objects
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.
- Version1.1.0
- R versionunknown
- LicenseMIT
- LicenseLICENSE
- Needs compilation?No
- Last release11/14/2024
Documentation
Team
Vadim Tyuryaev
Kevin McGregor
Show author detailsRolesAuthorAleksandr Tsybakin
Show author detailsRolesAuthorJane Heffernan
Show author detailsRolesAuthorHanna Jankowski
Show author detailsRolesAuthor
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- Imports7 packages
- Suggests7 packages