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In this erotic short story, Pete dreams of paradise and finds a new love in the person who awoke. Beautiful and passionate, the love that he.Q:
`state` to `state$` / `state$` in Cox regression model?
A common term used in Cox regression is to say that we want to force the time transformation and use the risk score(state) of the future values as time-dependent covariate. For example, say that we want to study an event A which happens in the future and our study is made of $N$ individuals. We can keep track of the event A of each individual, then build a coxph function with risk score of event A as a time dependent covariate. Is there a way to make the risk score of state equal to risk score of state$?
I am trying to use cox function in R, but I cannot seem to get the risk score of the future event to work, unless I include the event indicator as a time-dependent covariate like the following:
library(survival)
library(survivalROC)
# make up the simulated data
event = runif(100)
set.seed(0)
n = 100
t0 = 1000
deaths = (runif(100,0,1)>0)
cohort = data.frame(sex=rep(c(1,2),each=50),age=rep(1:50,each=10),event=rep(0,50),deaths=runif(100,0,1))
# variables for modeling
age = factor(cohort$age)
event = factor(cohort$event)
sex = factor(cohort$sex)
str(cohort)
# get the distribution of the time to event curve
survfit1 = survfit(surv.expo(surv.inf,sex,age,event)~1)
# show that the time is right skewed
plot(survfit1, type=”l”, lty=2)
# show that there are 15 deaths in the future
plot(survfit1, type=”l”)
# fit a cox model with the time to event curve used as time-dependent covariate
cr1 = coxph(surv.expo(surv.inf,sex,age,event)~
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