INTEREST, short for INteractive Tool for Exploring REsults from Simulation sTudies, is an interactive web application crafted using R and the Shiny framework. This tool offers a dynamic exploration of results derived from simulation studies, providing users with an engaging interface. Whether accessed through the web or as a standalone package, INTEREST simplifies the investigation of simulation study outcomes. Users can effortlessly upload tidy format datasets generated in CSV, Stata, SAS, SPSS. The application automatically computes various performance measures, complete with Monte Carlo standard errors, presenting results in both tabular and graphical formats. INTEREST excels in enabling users to focus on simulation parameters and estimands of particular interest. Its workflow is straightforward: load data, define relevant variables, and let the tool generate automatic performance summaries, tables, and plots. Published: J Data Sci Stat Vis. 2021 Dec 31; 1(4): 9.

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