A new R package named autovi has been developed to automate the assessment of residual plots, a task traditionally done manually for diagnosing linear models. This package utilizes a computer vision model to predict a visual signal strength (VSS) and provide supporting data, aiming to improve consistency and scalability. A companion Shiny application, autovi.web, is also available to facilitate user interaction with the automated assessment tool. AI
IMPACT Automates a manual diagnostic step in linear modeling, potentially improving efficiency and consistency for data analysts.
RANK_REASON The item describes a new R package and accompanying Shiny application for automated residual plot assessment, which falls under research and tooling for statistical analysis. [lever_c_demoted from research: ic=1 ai=0.7]
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- autovi.web
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- R
- R Package autovi
- Shiny Application autovi.web
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