residuals.dglm: Extract Residuals of an dglm Model

In glm.ddR: Distributed 'glm' for Big Data using 'ddR' API

Description

This function extracts model residuals of an dglm model in a darray. The abbreviated function is resid. This function is only available for complete models.

Usage

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

Arguments

object	an dglm model
type	can be "deviance", "pearson", "working", "response", or "partial".
trace	when TRUE, intermediate steps of the progress are displayed.
...	further arguments passed to or from other methods.

Value

darray of residuals

Examples

 ## Not run: 
    library(glm.ddR)

    Y <- as.darray(as.matrix(mtcars$am),
                   c(ceiling(length(mtcars$am)/4),1))
    X <- as.darray(as.matrix(cbind(mtcars$wt,mtcars$hp)),
                   c(ceiling(length(mtcars$hp)/4),2))

    myModel <- dglm(responses=Y, predictors=X, 
                      family=binomial(logit), completeModel=TRUE)
    res <- resid(myModel)
 
## End(Not run)

glm.ddR documentation built on May 29, 2017, 6:49 p.m.