residuals.AccurateGLM: Get residuals of various types

In aglm: Accurate Generalized Linear Model

Description

Get residuals of various types

Usage

## S3 method for class 'AccurateGLM'
residuals(
  object,
  x = NULL,
  y = NULL,
  offset = NULL,
  weights = NULL,
  type = c("working", "pearson", "deviance"),
  s = NULL,
  ...
)

Arguments

object	A model object obtained from aglm() or cv.aglm().
x	A design matrix. If not given, x for fitting is used.
y	A response variable. If not given, y for fitting is used.
offset	An offset values. If not given, offset for fitting is used.
weights	Sample weights. If not given, weights for fitting is used.
type	\loadmathjax A string representing type of deviance: "working" get working residual \mjsdeqnr^W_i = (y_i - \mu_i) \left(\frac\partial \eta\partial \mu\right)_\mu=\mu_i, where y_i is a response value, μ is GLM mean, and η=g^{-1}(μ) with the link function g. "pearson" get Pearson residuals \mjsdeqnr^P_i = \fracy_i - \mu_i\sqrtV(\mu_i), where V is the variance function. "deviance" get deviance residuals \mjsdeqnr^D_i = \rm sign(y_i - \mu_i) \sqrtd_i, where d_i is the contribution to deviance.
s	A numeric value specifying λ at which residuals are calculated.
...	Other arguments are currently not used and just discarded.

Value

A numeric vector representing calculated residuals.

Author(s)

Kenji Kondo

aglm documentation built on June 9, 2021, 5:08 p.m.