diagnostics.trafo_compare {trafo}

Diagnostics for two differently transformed models

Description

Returns information about the applied transformations and selected diagnostics to check model assumptions. Two models are compared where the dependent variable is transformed by different transformations.

Usage

## S3 method for class 'trafo_compare'
diagnostics(object, ...)

Arguments

object

an object of type trafo_compare

...

additional arguments that are not used in this method

Value

An object of class diagnostics.trafo_compare. The method print.diagnostics.trafo_compare can be used for this class.

Examples

# Load data
data("cars", package = "datasets")

# Fit linear model
lm_cars <- lm(dist ~ speed, data = cars)

# Transform with Bickel-Doksum transformation
bd_trafo <- bickeldoksum(object = lm_cars, plotit = FALSE)

# Transform with Box-Cox transformation
bc_trafo <- boxcox(object = lm_cars, method = "skew", plotit = FALSE)

# Compare transformed models
compare <- trafo_compare(object = lm_cars, trafos = list(bd_trafo, bc_trafo))

# Get diagnostics
diagnostics(compare)