Other packages > Find by keyword >

StepRegShiny  

Graphical User Interface for 'StepReg'
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("StepRegShiny", "1.6.1")



Attach the package and use:
library("StepRegShiny")
Maintained by
Junhui Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-11-03
Latest Update: 2025-11-03
Description:
A web-based 'shiny' interface for the 'StepReg' package enables stepwise regression analysis across linear, generalized linear (including logistic, Poisson, Gamma, and negative binomial), and Cox models. It supports forward, backward, bidirectional, and best-subset selection under a range of criteria. The package also supports stepwise regression to multivariate settings, allowing multiple dependent variables to be modeled simultaneously. Users can explore and combine multiple selection strategies and criteria to optimize model selection. For enhanced robustness, the package offers optional randomized forward selection to reduce overfitting, and a data-splitting workflow for more reliable post-selection inference. Additional features include logging and visualization of the selection process, as well as the ability to export results in common formats.
How to cite:
Junhui Li (2025). StepRegShiny: Graphical User Interface for 'StepReg'. R package version 1.6.1, https://cran.r-project.org/web/packages/StepRegShiny. Accessed 21 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited StepRegShiny R package
View StepRegShiny citation profile
Other R packages that StepRegShiny depends, imports, suggests or enhances
Complete documentation for StepRegShiny
Functions, R codes and Examples using the StepRegShiny R package
Full StepRegShiny package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

preputils  
Utilities for Preparation of Data Analysis
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimen ...
Download / Learn more Package Citations See dependency  
artfima  
ARTFIMA Model Estimation
Fit and simulate ARTFIMA. Theoretical autocovariance function and spectral density function for stat ...
Download / Learn more Package Citations See dependency  
potential  
Implementation of the Potential Model
Provides functions to compute the potential model as defined by Stewart (1941) ...
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  

28,332

R Packages

239,283

Dependencies

75,034

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA