compare_models {iNZightRegression}

Compare regression models using AIC and BIC.

Description

Obtain a quick model comparison matrix for a selection of models

Usage

compare_models(x, ...)

## Default S3 method:
compare_models(x, ...)

## S3 method for class 'svyglm'
compare_models(x, ...)

Arguments

x

a regression model (lm, glm, svyglm, ...)

...

other models

Value

an 'inzmodelcomp' object containing model comparison statistics

Methods (by class)

• compare_models(default): default method

• compare_models(svyglm): method for survey GLMs

Author(s)

Tom Elliott

Examples

m0 <- lm(Sepal.Length ~ 1, data = iris)
m1 <- lm(Sepal.Length ~ Sepal.Width, data = iris)
m2 <- lm(Sepal.Length ~ Sepal.Width + Species, data = iris)
compare_models(m0, m1, m2)