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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 219 16

  2. bayestestR bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    R 579 56

  3. parameters parameters Public

    📊 Computation and processing of models' parameters

    R 444 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 342 24

  6. see see Public

    🎨 Visualisation toolbox for beautiful and publication-ready figures

    R 893 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 Dec 25, 2024
  • performance Public

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

    easystats/performance’s past year of commit activity
    R 1,042 GPL-3.0 94 93 7 Updated Dec 24, 2024
  • insight Public

    🔮 Easy access to model information for various model objects

    easystats/insight’s past year of commit activity
    R 407 GPL-3.0 39 49 5 Updated Dec 24, 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 Dec 24, 2024
  • datawizard Public

    Magic potions to clean and transform your data 🧙

    easystats/datawizard’s past year of commit activity
    R 219 16 28 7 Updated Dec 23, 2024
  • bayestestR Public

    👻 Utilities for analyzing Bayesian models and posterior distributions

    easystats/bayestestR’s past year of commit activity
    R 579 GPL-3.0 56 39 2 Updated Dec 20, 2024
  • modelbased Public

    📈 Estimate effects, contrasts and means based on statistical models

    easystats/modelbased’s past year of commit activity
    R 235 GPL-3.0 19 58 (1 issue needs help) 1 Updated Dec 19, 2024
  • correlation Public

    🔗 Methods for Correlation Analysis

    easystats/correlation’s past year of commit activity
    R 437 56 57 5 Updated Dec 18, 2024
  • report Public

    📜 🎉 Automated reporting of objects in R

    easystats/report’s past year of commit activity
    R 697 69 101 0 Updated Dec 16, 2024
  • parameters Public

    📊 Computation and processing of models' parameters

    easystats/parameters’s past year of commit activity
    R 444 GPL-3.0 36 50 2 Updated Dec 15, 2024

Sponsors

  • @yihui
  • @rempsyc

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