imputedReg: Make a multiple imputed model

In autoReg: Automatic Linear and Logistic Regression and Survival Analysis

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)

autoReg documentation built on Nov. 14, 2023, 9:07 a.m.