RegEffectXplorer is a powerful, user-friendly R Shiny application that enables users to run Linear and Poisson regression models and visually explore how changes in independent variable (s) affect a dependent outcome. With support for multiple data file types including CSV, Excel, SPSS, and Stata, the app makes it easy to upload datasets and start analyzing right away. Users can select variables, generate univariate and multivariate plots, and interactively adjust predictor values to see real-time changes in predicted outcomes. Ideal for researchers, students, and analysts, RegEffectXplorer brings regression modeling to life with an engaging and educational interface.

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