residuals.gl1ce

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Percentile

Compute Residuals for `gl1ce' Objects

Computes one of the four types of residuals available for gl1ce objects. This is a method for the function residuals() for objects inheriting from class gl1ce. As several types of residuals are available for gl1ce objects, there is an additional optional argument type.

Keywords
models
Usage
# S3 method for gl1ce
residuals(object,
      type=c("deviance", "pearson", "working", "response"), …)
Arguments
object

an object inheriting from class gl1ce representing a fitted model.

type

type of residuals, with choices "deviance", "pearson", "working" or "response"; the first is the default.

possibly further arguments (none at the moment).

Value

A numeric vector of residuals. See Statistical Models in S for detailed definitions of each type of residual. The sum of squared deviance residuals add up to the deviance. The pearson residuals are standardized residuals on the scale of the response. The working residuals reside on the object, and are the residuals from the final fit. The response residuals are simply y - fitted(object). The summary() method for gl1ce objects produces deviance residuals. The residuals component of a gl1ce object contains the working residuals.

References

Chambers, J.M., and Hastie, T.J. (1991). Statistical Models in S, pp. 204--206.

See Also

gl1ce for examples; fitted.l1ce is used for fitted values.

Aliases
  • residuals.gl1ce
Documentation reproduced from package lasso2, version 1.2-20, License: GPL (>= 2)

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