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

“Statistics are like sausages. It’s better not to see them being made, unless you use easystats.”

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 datawizard Public

    Magic potions to clean and transform your data 🧙

    R 238 19

  2. bayestestR bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    R 599 63

  3. parameters parameters Public

    📊 Computation and processing of models' parameters

    R 502 46

  4. performance performance Public

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

    R 1.2k 109

  5. effectsize effectsize Public

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

    R 353 25

  6. modelbased modelbased Public

    📈 Estimate effects, contrasts and means based on statistical models

    R 263 23

Repositories

Showing 10 of 19 repositories
  • dashboard Public

    Status of {easystats} packages

    easystats/dashboard's past year of commit activity
    HTML 3 1 1 0 Updated Nov 13, 2026
  • modelbased Public

    📈 Estimate effects, contrasts and means based on statistical models

    easystats/modelbased's past year of commit activity
    R 263 GPL-3.0 23 17 3 Updated Nov 13, 2026
  • parameters Public

    📊 Computation and processing of models' parameters

    easystats/parameters's past year of commit activity
    R 502 GPL-3.0 46 37 4 Updated Nov 12, 2026
  • datawizard Public

    Magic potions to clean and transform your data 🧙

    easystats/datawizard's past year of commit activity
    R 238 19 22 8 Updated Nov 12, 2026
  • insight Public

    🔮 Easy access to model information for various model objects

    easystats/insight's past year of commit activity
    R 443 GPL-3.0 46 34 3 Updated Nov 10, 2026
  • effectsize Public

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

    easystats/effectsize's past year of commit activity
    R 353 25 20 (2 issues need help) 2 Updated Nov 9, 2026
  • workflows Public

    GitHub Actions for {easystats} packages

    easystats/workflows's past year of commit activity
    9 CC0-1.0 3 9 1 Updated Nov 9, 2026
  • performance Public

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

    easystats/performance's past year of commit activity
    R 1,161 GPL-3.0 109 74 5 Updated Nov 6, 2026
  • report Public

    📜 🎉 Automated reporting of objects in R

    easystats/report's past year of commit activity
    R 719 74 101 29 Updated Nov 5, 2026
  • bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    easystats/bayestestR's past year of commit activity
    R 599 GPL-3.0 63 28 2 Updated Nov 3, 2026