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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 216 16

  2. bayestestR bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    R 573 55

  3. parameters parameters Public

    📊 Computation and processing of models' parameters

    R 435 36

  4. performance performance Public

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

    R 1k 90

  5. effectsize effectsize Public

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

    PostScript 337 23

  6. see see Public

    🎨 Visualisation toolbox for beautiful and publication-ready figures

    R 890 44

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 Oct 22, 2024
  • performance Public

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

    easystats/performance’s past year of commit activity
    R 1,023 GPL-3.0 90 94 4 Updated Oct 22, 2024
  • insight Public

    🔮 Easy access to model information for various model objects

    easystats/insight’s past year of commit activity
    R 399 GPL-3.0 39 56 3 Updated Oct 22, 2024
  • parameters Public

    📊 Computation and processing of models' parameters

    easystats/parameters’s past year of commit activity
    R 435 GPL-3.0 36 52 3 Updated Oct 20, 2024
  • datawizard Public

    Magic potions to clean and transform your data 🧙

    easystats/datawizard’s past year of commit activity
    R 216 16 29 8 Updated Oct 19, 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 Oct 19, 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 56 (1 issue needs help) 2 Updated Oct 18, 2024
  • correlation Public

    🔗 Methods for Correlation Analysis

    easystats/correlation’s past year of commit activity
    R 434 56 55 3 Updated Oct 17, 2024
  • bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    easystats/bayestestR’s past year of commit activity
    R 573 GPL-3.0 55 39 2 Updated Oct 17, 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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