Marginal Effects for Regression Models

ggeffect() ggemmeans() ggpredict()

Marginal effects and estimated marginal means from regression models

pool_predictions()

Pool Predictions or Estimated Marginal Means

Plotting Marginal Effects

plot(<ggeffects>) theme_ggeffects() show_pals()

Plot ggeffects-objects

Plot Annotation from Labelled Data

get_title() get_x_title() get_y_title() get_legend_title() get_legend_labels() get_x_labels() get_complete_df()

Get titles and labels from data

Utilities

new_data()

Create a data frame from all combinations of predictor values

pretty_range()

Create a pretty sequence over a range of a vector

residualize_over_grid()

Compute partial residuals from a data grid

values_at() representative_values()

Calculate representative values of a vector

vcov(<ggeffects>)

Calculate variance-covariance matrix for marginal effects

Sample Data Sets

efc

Sample dataset from the EUROFAMCARE project

fish

Sample data set