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easystats: An R Framework for Easy Statistical Modeling, Visualization, and Reporting

easystats is a collection of R packages, which aims to provide a unifying and consistent framework to tame, discipline, and harness the scary R statistics and their pesky models.

However, there is not (yet) an unique "easystats" way of doing data analysis. Instead, start with one package and, when you'll face a new challenge, do check if there is an easystats answer for it in other packages. You will slowly uncover how using them together facilitates your life. And, who knows, you might even end up using them all.

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  1. datawizard Public

    Magic potions to clean and transform your data 🧙

    R 225 16

  2. bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    R 582 57

  3. parameters Public

    📊 Computation and processing of models' parameters

    R 462 40

  4. performance Public

    💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

    R 1.1k 97

  5. effectsize Public

    🐉 Compute and work with indices of effect size and standardized parameters

    PostScript 346 24

  6. see Public

    🎨 Visualisation toolbox for beautiful and publication-ready figures

    R 917 43

Repositories

Showing 10 of 18 repositories
  • insight Public

    🔮 Easy access to model information for various model objects

    R 416 GPL-3.0 40 48 4 Updated May 20, 2025
  • dashboard Public

    Status of {easystats} packages

    HTML 4 1 2 0 Updated May 20, 2025
  • parameters Public

    📊 Computation and processing of models' parameters

    R 462 GPL-3.0 40 52 4 Updated May 20, 2025
  • bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    R 582 GPL-3.0 57 42 3 Updated May 20, 2025
  • modelbased Public

    📈 Estimate effects, contrasts and means based on statistical models

    R 248 GPL-3.0 21 21 5 Updated May 19, 2025
  • easystats Public

    🌌 The R easystats-project

    R 1,128 83 39 4 Updated May 16, 2025
  • performance Public

    💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

    R 1,073 GPL-3.0 97 97 6 Updated May 11, 2025
  • datawizard Public

    Magic potions to clean and transform your data 🧙

    R 225 16 26 6 Updated May 11, 2025
  • see Public

    🎨 Visualisation toolbox for beautiful and publication-ready figures

    R 917 43 32 (1 issue needs help) 3 Updated May 10, 2025
  • report Public

    📜 🎉 Automated reporting of objects in R

    R 705 71 105 5 Updated May 8, 2025

Sponsors

  • @mattrussell2
  • @yihui
  • @rempsyc

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