imputedReg {autoReg}

Make a multiple imputed model

Description

Make a multiple imputed model

Usage

imputedReg(fit, data = NULL, m = 20, seed = 1234, digits = 2, mode = 1, ...)

Arguments

fit

An object of class lm, glm, coxph or survreg

data

a data.frame

m

Number of multiple imputations. The default is m=20.

seed

An integer that is used as argument by the set.seed() for offsetting the random number generator.

digits

Integer indicating the number of decimal place

mode

integer indicating summary mode of class survreg

...

Further argument to be passed to mice

Value

An object of class "imputedReg" which inherits from the class "data.frame"

Examples

data(cancer,package="survival")
fit=glm(status~rx+sex+age+obstruct+nodes,data=colon,family="binomial")
imputedReg(fit)

library(survival)
fit=coxph(Surv(time,status)~rx+age+sex+nodes+obstruct+perfor,data=colon)
imputedReg(fit)
fit=survreg(Surv(time,status)~rx+age+sex+nodes+obstruct+perfor,data=colon)
imputedReg(fit)
imputedReg(fit,mode=2)