Primary Functions

regress()

Regression Analysis

info()

Extended Model Summary

diagnostics()

Regression Diagnostics

me_plots()

Marginal Effects Plots

relimp()

Variable Importance

performance()

Model Performance

Methods

diagnostics(<glm>)

Regression Diagnostics for Generalized Linear Models

diagnostics(<lm>)

Regression Diagnostics for Linear Models

info(<glm>)

Model summary for a "glm" Object

info(<lm>)

Model Summary for an 'lm' Object

print(<info.glm>)

Print an "info.glm" Object

print(<info.lm>)

Print an "info.lm" Object

performance(<glm>)

Model Performance for Logistic Regression

performance(<lm>)

Model Performance for Linear Models

Plots

cr_plots()

Component+Residual Plots

forest_plot()

Forest Plot

influence_plot()

Regression Influence Plot

lift_plot()

Lift and Gain Charts

me_plots()

Marginal Effects Plots

qq_plot()

Normal Q-Q Plot

roc_plot()

Receiver Operating Characteristic curve

spread_plot()

Spread-Level Plot

vif_plot()

Variance Inflation Plot

Data sets

auto_mpg

Auto MPG Data Set

caesarian

Caesarian Classification