Litcius/Paper detail

see: An R Package for Visualizing Statistical Models

Daniel Lüdecke, Indrajeet Patil, Mattan S. Ben‐Shachar, Brenton M. Wiernik, Philip Waggoner, Dominique Makowski

2021The Journal of Open Source Software126 citationsDOIOpen Access PDF

Abstract

The see package is embedded in the easystats ecosystem, a collection of R packages that operate in synergy to provide a consistent and intuitive syntax when working with statistical models in the R programming language (R Core Team, 2021). Most easystats packages return comprehensive numeric summaries of model parameters and performance. The see package complements these numeric summaries with a host of functions and tools to produce a range of publication-ready visualizations for model parameters, predictions, and performance diagnostics. As a core pillar of easystats, the see package helps users to utilize visualization for more informative, communicable, and well-rounded scientific reporting.

Topics & Concepts

R packageComputer scienceComputer graphics (images)Data scienceProgramming languageData Visualization and AnalyticsData Analysis with RStatistical Methods and Applications