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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 217 16

  2. bayestestR bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    R 576 55

  3. parameters parameters Public

    📊 Computation and processing of models' parameters

    R 438 36

  4. performance performance Public

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

    R 1k 94

  5. effectsize effectsize Public

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

    PostScript 337 24

  6. see see Public

    🎨 Visualisation toolbox for beautiful and publication-ready figures

    R 891 45

Repositories

Showing 10 of 18 repositories
  • dashboard Public

    Status of {easystats} packages

    easystats/dashboard’s past year of commit activity
    HTML 4 1 2 0 Updated Nov 15, 2024
  • performance Public

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

    easystats/performance’s past year of commit activity
    R 1,031 GPL-3.0 94 94 5 Updated Nov 14, 2024
  • insight Public

    🔮 Easy access to model information for various model objects

    easystats/insight’s past year of commit activity
    R 402 GPL-3.0 39 49 3 Updated Nov 13, 2024
  • parameters Public

    📊 Computation and processing of models' parameters

    easystats/parameters’s past year of commit activity
    R 438 GPL-3.0 36 52 2 Updated Nov 12, 2024
  • workflows Public

    GitHub Actions for {easystats} packages

    easystats/workflows’s past year of commit activity
    10 CC0-1.0 1 12 0 Updated Nov 12, 2024
  • datawizard Public

    Magic potions to clean and transform your data 🧙

    easystats/datawizard’s past year of commit activity
    R 217 16 29 9 Updated Nov 11, 2024
  • bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    easystats/bayestestR’s past year of commit activity
    R 576 GPL-3.0 55 38 2 Updated Nov 8, 2024
  • see Public

    🎨 Visualisation toolbox for beautiful and publication-ready figures

    easystats/see’s past year of commit activity
  • 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 Nov 5, 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 58 (1 issue needs help) 2 Updated Nov 3, 2024

Sponsors

  • @yihui
  • @hoxo-m
  • @rempsyc

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