Dear list
 
I have 5 markers that can be used to detect an infection in combination. Could 
you please advise me how to use functions in ROCR/ other package to produce the 
ROC curve for a combination of markers?
 
I have used the following to get ROC statistics for each marker.
pred <- prediction(y$marker1, y$infectn)
perf <-performance(pred,"tpr","fpr")
plot(perf,ave="threshold",spread.estimate="boxplot")

But I want know whether we could get this for more than one marker, so we can 
look at how good the markers in combination to predict the infection. I'm very 
grateful for any suggestion/help.
 
Thanks
Rasanga
 

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