Overview of Vignettes
All package vignettes are available at
https://easystats.github.io/modelbased/
.
Function Overview
Function Documentation
Introductions
Basics
Data grids
What are, why use and how to get marginal means
Contrast analysis
Marginal effects and derivatives
Interpretation
Use a model to make predictions
Interpret simple and complex models using the power of Effect Derivatives
How to use Mixed models to Estimate Individuals’ Scores
Visualization
Visualize effects and interactions
The Modelisation Approach to Statistics
Case Studies
Workflows
Understanding your models
Causal inference for observational data
Intersectionality analysis using the MAIHDA framework
Contrasts
Contrasts and pairwise comparisons
Slopes, floodlight and spotlight analysis (Johnson-Neyman intervals)
Contrasts and comparisons for generalized linear models
Contrasts and comparisons for zero-inflation models