idi: Perform IDI for logistic and cox regression

In fastStat: Faster for Statistic Work

Description

Easy to perform integrated discrimination improvement index (IDI) for logistic and cox regression.

Usage

idi(f1, f2, ...)

## S3 method for class 'lrm'
idi(f1, f2, ...)

## S3 method for class 'cph'
idi(f1, f2, timepoint = NULL, ...)

## S3 method for class 'coxph'
idi(f1, f2, timepoint = NULL, ...)

Arguments

f1	base model
f2	the other model
...	ignore
timepoint	one time point for cox regression, default is median time.

Value

IDI results

Examples

library(rms)
# logistic

data(lung)

lung$status=lung$status-1
f1=lrm(status~age+sex,lung)
f2=lrm(status~age+sex+ph.ecog,lung)
idi(f1,f2)

# survival

head(lung)

range(lung$time)

lung=lung[complete.cases(lung),]

f1=cph(Surv(time,status)~age+sex,lung)
f2=cph(Surv(time,status)~age+sex+ph.ecog,lung)
idi(f1,f2)

fastStat documentation built on Jan. 13, 2021, 7:32 a.m.