Marginal Effects, Marginal Means, Predictions, and Contrasts


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Documentation for package ‘marginaleffects’ version 0.7.0

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comparisons Contrasts Between Adjusted Predictions
datagrid Generate a data grid of "typical," "counterfactual," or user-specified values for use in the 'newdata' argument of the 'marginaleffects' or 'predictions' functions.
datagridcf A "counterfactual" version of the 'datagrid()' function.
deltamethod Estimate and Standard Error of a Non-Linear Function of Estimated Model Parameters
glance.marginaleffects Glance at key characteristics of an object
marginaleffects Marginal Effects (Slopes)
marginalmeans Marginal Means
plot.marginaleffects Point-range plot of average marginal effects
plot_cap Plot Conditional Adjusted Predictions
plot_cco Plot Conditional Contrasts
plot_cme Plot Conditional Marginal Effects
posteriordraws Extract posterior draws from a 'predictions', 'comparisons', or 'marginaleffects' object derived from Bayesian models.
predictions Adjusted Predictions
summary.comparisons Summarize a 'comparisons' object
summary.marginaleffects Summarize a 'marginaleffects' object
summary.marginalmeans Summarize a 'marginalmeans' object
summary.predictions Summarize a 'predictions' object
tidy.comparisons Tidy a 'comparisons' object
tidy.deltamethod Tidy a 'deltamethod' object
tidy.marginaleffects Tidy a 'marginaleffects' object
tidy.marginalmeans Tidy a 'marginalmeans' object
tidy.predictions Tidy a 'predictions' object