| StepRegShinyApp {StepReg} | R Documentation |
StepReg Shiny App
Description
StepRegShinyApp is a Shiny application designed for performing stepwise regression analysis. In Step 1, users can upload their dataset, configure settings such as header, separator, and quotes, and select variables for distribution plots. In Step 2, users can choose the regression type (linear, logit, cox, poisson, or gamma), select dependent and independent variables, specify stepwise strategy (forward, backward, bidirectional, or subset), and set various metrics for model selection. The app dynamically adjusts input options based on the chosen regression type. Additionally, users can specify significant levels for entry and stay in the stepwise process. Finally, they can run the analysis to obtain stepwise regression results and visualize them through summary outputs and plots.
Usage
StepRegShinyApp()