residuals.augSIMEX: Residuals of the Fits Made by augSIMEX

In augSIMEX: Analysis of Data with Mixed Measurement Error and Misclassification in Covariates

Description

This function outputs the residuals from a fitted augSIMEX object.

Usage

## S3 method for class 'augSIMEX'

## S3 method for class 'augSIMEX'
residuals(object, type = c("deviance", "pearson", "working",
   "response", "partial"), ...) 

Arguments

object	the “augSIMEX" object gotten from augSIMEX function.
type	a character specifying what type of residuals to be returned. The option includes the deviance, Pearson, working, response and partial.
...	other arguments that are passed into the function.

Author(s)

Qihuang Zhang and Grace Y. Yi.

See Also

residuals,residuals.glm

Examples

data(ToyUni)
example <- augSIMEX(mainformula = Y ~ Xstar + Zstar + W, family = binomial(link = logit),
  mismodel = pi|qi ~ W, 
  meformula = Xstar ~ X + Z + W,
  data = ToyUni$Main,validationdata = ToyUni$Validation, subset = NULL,
  err.var = "Xstar", mis.var = "Zstar", err.true = "X", mis.true = "Z", 
  err.mat = NULL,
  lambda = NULL, M = 5, B = 2, nBoot = 2, extrapolation="quadratic")
residuals(example)

augSIMEX documentation built on April 23, 2020, 5:08 p.m.