Variable names in model formula
On Tue, 02 May 2000 17:11:52 +1000, Bill Venables wrote in message <3.0.32.20000502171151.0126c440 at pophost.nsw.cmis.csiro.au>:
At 10:37 PM 5/1/00 -0400, E. S. Venkatraman wrote:
I have the following problem. I have survival data (time, status) along with several covariates (X1, X2,..., Xn). I want to fit a Cox model for each of the covariate (univariately) and obtain the fitted probability of survival at a fixed time point t0 and covariate value Xi0.
You could try
covnames <- names(...)
form <- Surv(time, status) ~ dummy
for(nam in covnames) {
form[[3]] <- as.name(nam)
survout <- coxph(form, data = dataname)
print(summary(survfit(survout, newdata), t0))
}
... A slightly more direct way would be to use some
column of the data frame on the right hand side:
for (i in 1:5) {
survout <- coxph(Surv(time, status) ~ dataname[, i], dataname)
.....
}
I just discovered a nice way to do this in S-PLUS the other day; it doesn't work in R 0.99, but I don't have version 1 installed on this machine to check there. The terms() function in S-PLUS returns an expression listing the terms in a model formula. It is nice to manipulate: formula(terms(somefit)[1]) gives the model formula using just the first term, formula(terms(somefit)[-1]) gives the model formula leaving out the first term, etc. I don't know if copying this functionality would break anything (or maybe it's already there in 1.x), but it seems to me like a nice addition. Duncan Murdoch -.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.- r-help mailing list -- Read http://www.ci.tuwien.ac.at/~hornik/R/R-FAQ.html Send "info", "help", or "[un]subscribe" (in the "body", not the subject !) To: r-help-request at stat.math.ethz.ch _._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._