residuals.earth {earth}R Documentation

Residuals for an "earth" model

Description

Residuals for an earth model.

Usage

## S3 method for class 'earth'
residuals(object = stop("no 'object' arg"),
          type = NULL, warn = TRUE, ...)

## S3 method for class 'earth'
resid(object = stop("no 'object' arg"),
      type = NULL, warn = TRUE, ...)

Arguments

object

An earth object. This is the only required argument.

type

One of
"earth" (default) return earth residuals (from the lm fit on bx)
"deviance" Return the earth lm residuals unless the object has a glm component, in which case return the glm deviance residuals.
"pearson"
"working"
"response"
"partial" Return the corresponding glm residuals (from the glm fit on bx). Can only be used if the earth model has a glm component.

warn

This function gives warnings when the results are not what you may expect. Use warn=FALSE to turn of just these warnings.

...

Unused, but provided for generic/method consistency.

Value

The residual values (will be a matrix for multiple response models).

See Also

earth
residuals
resid identical to residuals

Examples

data(etitanic)
a <- earth(pclass ~ ., data=etitanic, glm=list(family=binomial))
head(resid(a, warn=FALSE))      # earth residuals, a column for each response
head(resid(a, type="earth"))    # same
head(resid(a, type="deviance")) # GLM deviance residuals, a column for each response

[Package earth version 3.2-7 Index]