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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 224 16

  2. bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    R 579 56

  3. parameters Public

    📊 Computation and processing of models' parameters

    R 455 38

  4. performance Public

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

    R 1.1k 96

  5. effectsize Public

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

    PostScript 344 24

  6. see Public

    🎨 Visualisation toolbox for beautiful and publication-ready figures

    R 906 43

Repositories

Showing 10 of 18 repositories
  • dashboard Public

    Status of {easystats} packages

    HTML 4 1 2 0 Updated Mar 27, 2025
  • insight Public

    🔮 Easy access to model information for various model objects

    R 414 GPL-3.0 40 50 4 Updated Mar 27, 2025
  • circus Public

    🎪 Contains a variety of fitted models to help the systematic testing of other packages

    R 6 GPL-3.0 3 5 0 Updated Mar 27, 2025
  • datawizard Public

    Magic potions to clean and transform your data 🧙

    R 224 16 29 6 Updated Mar 26, 2025
  • modelbased Public

    📈 Estimate effects, contrasts and means based on statistical models

    R 244 GPL-3.0 22 18 2 Updated Mar 26, 2025
  • performance Public

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

    R 1,065 GPL-3.0 96 97 7 Updated Mar 25, 2025
  • bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    R 579 GPL-3.0 56 39 2 Updated Mar 21, 2025
  • parameters Public

    📊 Computation and processing of models' parameters

    R 455 GPL-3.0 38 48 2 Updated Mar 21, 2025
  • workflows Public

    GitHub Actions for {easystats} packages

    10 CC0-1.0 1 6 0 Updated Mar 14, 2025
  • see Public

    🎨 Visualisation toolbox for beautiful and publication-ready figures

    R 906 43 31 (1 issue needs help) 3 Updated Mar 11, 2025

Sponsors

  • @mattrussell2
  • @yihui
  • @rempsyc

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