Package: RegrCoeffsExplorer 1.1.0
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.
Authors:
RegrCoeffsExplorer_1.1.0.tar.gz
RegrCoeffsExplorer_1.1.0.zip(r-4.7-any)RegrCoeffsExplorer_1.1.0.zip(r-4.6-any)RegrCoeffsExplorer_1.1.0.zip(r-4.5-any)
RegrCoeffsExplorer_1.1.0.tgz(r-4.6-any)RegrCoeffsExplorer_1.1.0.tgz(r-4.5-any)
RegrCoeffsExplorer_1.1.0.tar.gz(r-4.7-any)RegrCoeffsExplorer_1.1.0.tar.gz(r-4.6-any)
RegrCoeffsExplorer_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
RegrCoeffsExplorer/json (API)
| # Install 'RegrCoeffsExplorer' in R: |
| install.packages('RegrCoeffsExplorer', repos = c('https://vadimtyuryaev.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/vadimtyuryaev/regrcoeffsexplorer/issues
Pkgdown/docs site:https://vadimtyuryaev.github.io
coefficients-of-linear-regressionconfidence-intervalsempirical-dataglmglmnetlasso-regressionlmpostselectioninferenceregression-analysisregularized-linear-regressionregularized-logistic-regressionselectiveinferencestatistics-for-data-sciencevisualization
Last updated from:abb7725609. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 161 | ||
| source / vignettes | OK | 234 | ||
| linux-release | OK | 164 | ||
| macos-release | OK | 126 | ||
| macos-oldrel | OK | 128 | ||
| windows-devel | OK | 102 | ||
| windows-release | OK | 111 | ||
| windows-oldrel | OK | 105 | ||
| wasm-release | OK | 116 |
Exports:detransformplot_ORvis_reg
Dependencies:abindbackportsbootbroomcarcarDataclicodetoolscolorspacecorrplotcowplotcpp11DerivdoBydplyrfarverforeachforecastFormulafracdiffgenericsggplot2ggpubrggrepelggsciggsignifglmnetgluegridExtragtableisobanditeratorslabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvminqamodelrnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpolynompurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangrstatixS7scalesshapeSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo
Last update: 2025-01-14
Started: 2024-04-23
Last update: 2024-11-13
Started: 2024-04-23
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Detransform Centered/Scaled Data | detransform |
| Plot Odds Ratio | plot_OR |
| Visualize Regression Coefficients Within the Context of Empirical Data | vis_reg |
