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Sam Crawley's Projects

bayestestr icon bayestestr

:ghost: Utilities for analyzing Bayesian models and posterior distributions

circus icon circus

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

ggeffects icon ggeffects

Tidy Data Frames of Marginal Effects for ggplot2

insight icon insight

:crystal_ball: Easy access to model information for various model objects

marginaleffects icon marginaleffects

R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 75 classes of statistical models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference.

mplusautomation icon mplusautomation

The MplusAutomation package leverages the flexibility of the R language to automate latent variable model estimation and interpretation using Mplus, a powerful latent variable modeling program developed by Muthen and Muthen (www.statmodel.com). Specifically, MplusAutomation provides routines for creating related groups of models, running batches of models, and extracting and tabulating model parameters and fit statistics.

sjstats icon sjstats

Statistical Functions for Regression Models

tidybayes icon tidybayes

Bayesian analysis + tidy data + geoms (R package)

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