[R] survival:: plotting survfit with two predictors
Marshall Knoderbane
mek243 at cornell.edu
Mon Aug 10 20:48:08 CEST 2009
Hi R-Helpers,
I am having difficulty plotting a coxph model with two predictors. My
predictors are "morder" (a factor with five levels where the mean of
each level is plotted as a separate line) and tmean (continuous). When
I run a model with just morder it is fine and the plot is fine. When I
add tmean, the coxph model runs fine but this model will not plot and I
receive an error message. Someone posting back in April 2009 received a
similar error in R2.9.0 (which I am using also) when running
predict(coxphmodel,newdata=expand.grid()). This code worked for them in
R2.8.1 and they thought there might be a bug. I ran my code in R2.6.2
and I did not have any improvement. I suspect it is not a bug but
rather a problem with my code. I have not been able to find any other
solutions in the achieve and I would greatly appreciate any suggestions.
Thanks in advance,
Marshall Knoderbane
Below is my code for the two models and the error message:
a<-read.delim("FDT_weath_dttrans.txt")
library(survival)
model1<-coxph(Surv(a$deg.below35,a$censor)~a$morder);
plot(survfit(model1,conf.type="none",newdata=data.frame(morder=c("Brachycera","Hymenoptera","Nematocera","OtherCol","Zygoptera"))),lty=1:5)
#produces a fine plot with a separate curve for each level of morder
model2<-coxph(Surv(a$deg.below35,a$censor)~a$morder+a$tmean);
summary(model2) #is fine
plot(survfit(model2,conf.type="none",newdata=data.frame(morder=c("Brachycera","Hymenoptera","Nematocera","OtherCol","Zygoptera"))),lty=1:5)
#produces the following error:
Error in model.frame.default(delete.response(Terms), newdata, xlev =
object$xlevels) :
variable lengths differ (found for 'a$tmean')
In addition: Warning message:
'newdata' had 5 rows but variable(s) found have 355 rows
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