Package: StepReg 1.5.0
StepReg: Stepwise Regression Analysis
The stepwise regression analysis is a statistical technique used to identify a subset of predictor variables essential for constructing predictive models. This package performs stepwise regression analysis across various regression models such as linear, logistic, Cox proportional hazards, Poisson, and gamma regression. It incorporates diverse stepwise regression algorithms like forward selection, backward elimination, and bidirectional elimination alongside the best subset method. Additionally, it offers a wide range of selection criteria, including Akaike Information Criterion (AIC), corrected AIC (AICc), Sawa Bayesian Information Criterion (BIC), Schwarz Bayesian Information Criterion (SBC), Significant Levels (SL), among others. Moreover, it facilitates the concurrent selection of multiple methods and criteria for variable selection. For user-friendly exploration and analysis, StepReg provides an intuitive R Shiny app.
Authors:
StepReg_1.5.0.tar.gz
StepReg_1.5.0.zip(r-4.5)StepReg_1.5.0.zip(r-4.4)StepReg_1.5.0.zip(r-4.3)
StepReg_1.5.0.tgz(r-4.4-any)StepReg_1.5.0.tgz(r-4.3-any)
StepReg_1.5.0.tar.gz(r-4.5-noble)StepReg_1.5.0.tar.gz(r-4.4-noble)
StepReg_1.5.0.tgz(r-4.4-emscripten)StepReg_1.5.0.tgz(r-4.3-emscripten)
StepReg.pdf |StepReg.html✨
StepReg/json (API)
# Install 'StepReg' in R: |
install.packages('StepReg', repos = c('https://remlapmot.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/remlapmot/stepreg/issues
- creditCard - CreditCard
- remission - Remission
Last updated 7 months agofrom:bc83fdaa96 (on no-xlsx). Checks:OK: 7. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 29 2024 |
R-4.5-win | OK | Oct 29 2024 |
R-4.5-linux | OK | Oct 29 2024 |
R-4.4-win | OK | Oct 29 2024 |
R-4.4-mac | OK | Oct 29 2024 |
R-4.3-win | OK | Oct 29 2024 |
R-4.3-mac | OK | Oct 29 2024 |
Exports:reportStepRegShinyAppstepwise
Dependencies:askpassbackportsbase64encbslibcachemcheckmateclicodetoolscolorspacecommonmarkcowplotcpp11crayoncrosstalkcurldata.tabledigestdplyrDTevaluatefansifarverfastmapflextablefontawesomefontBitstreamVerafontLiberationfontquiverforcatsfsgdtoolsgenericsGGallyggcorrplotggplot2ggrepelggstatsgluegtablehighrhmshtmltoolshtmlwidgetshttpuvisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelobstrlubridatemagickmagrittrMASSMatrixmatrixStatsmemoisemgcvmimemunsellnlmeofficeropensslpanderpatchworkpillarpkgconfigplyrprettyunitsprogresspromisespryrpurrrR6raggrappdirsrapportoolsRColorBrewerRcppreshape2rlangrmarkdownsassscalesshinyshinycssloadersshinyjsshinythemessourcetoolsstringistringrsummarytoolssurvivalsyssystemfontstextshapingtibbletidyrtidyselecttimechangetinytexutf8uuidvctrsviridisLitewithrxfunxml2xtableyamlzip
Readme and manuals
Help Manual
Help page | Topics |
---|---|
creditCard | creditCard |
Plots from a StepReg object | plot.StepReg |
Prints from a StepReg object | print.StepReg |
remission | remission |
report from a StepReg object | report |
StepReg Shiny App | StepRegShinyApp |
Main wrapper function for stepwise regression | stepwise |