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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 datawizard Public

    Magic potions to clean and transform your data 🧙

    R 208 14

  2. bayestestR bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    R 556 53

  3. parameters parameters Public

    📊 Computation and processing of models' parameters

    R 421 36

  4. performance performance Public

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

    R 1k 87

  5. effectsize effectsize Public

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

    PostScript 334 22

  6. see see Public

    🎨 Visualisation toolbox for beautiful and publication-ready figures

    R 864 43

Repositories

Showing 10 of 18 repositories
  • performance Public

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

    easystats/performance’s past year of commit activity
    R 1,000 GPL-3.0 87 95 4 Updated Aug 28, 2024
  • insight Public

    🔮 Easy access to model information for various model objects

    easystats/insight’s past year of commit activity
    R 391 GPL-3.0 39 52 3 Updated Aug 28, 2024
  • bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    easystats/bayestestR’s past year of commit activity
    R 556 GPL-3.0 53 46 2 Updated Aug 28, 2024
  • dashboard Public

    Status of {easystats} packages

    easystats/dashboard’s past year of commit activity
    HTML 4 1 2 0 Updated Aug 28, 2024
  • datawizard Public

    Magic potions to clean and transform your data 🧙

    easystats/datawizard’s past year of commit activity
    R 208 14 29 8 Updated Aug 28, 2024
  • circus Public

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

    easystats/circus’s past year of commit activity
    R 5 GPL-3.0 3 5 0 Updated Aug 24, 2024
  • modelbased Public

    📈 Estimate effects, contrasts and means based on statistical models

    easystats/modelbased’s past year of commit activity
    R 234 GPL-3.0 19 55 (1 issue needs help) 3 Updated Aug 23, 2024
  • parameters Public

    📊 Computation and processing of models' parameters

    easystats/parameters’s past year of commit activity
    R 421 GPL-3.0 36 56 3 Updated Aug 22, 2024
  • report Public

    📜 🎉 Automated reporting of objects in R

    easystats/report’s past year of commit activity
    R 692 69 103 1 Updated Aug 21, 2024
  • see Public

    🎨 Visualisation toolbox for beautiful and publication-ready figures

    easystats/see’s past year of commit activity

Sponsors

  • @yihui
  • @hoxo-m
  • @rempsyc

Most used topics

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