perm-class {MetabolicSurv} | R Documentation |
The perm Class.
Description
The perm Class.
Slots
HRobs
Estimated HR for low risk group on the original data.
HRperm
Estimated HR for low risk group on the permuted data
nperm
Number of permutations carried out.
Validation
The validation scheme that was used.
Note
The first, third and last vertical line on the plot are the lower, median and upper CI of the permuted data estimated HR while the red line is the estimated HR of the original data
Author(s)
Olajumoke Evangelina Owokotomo, olajumoke.owokotomo@uhasselt.be
Ziv Shkedy
See Also
DistHR
, EstimateHR
, SurvPcaClass
, SurvPlsClass
, Majorityvotes
, Lasoelacox
, EstimateHR
, Lasoelacox
Examples
## GENERATE SOME METABOLIC SURVIVAL DATA WITH PROGNOSTIC FACTORS
Data<-MSData(nPatients=100,nMet=150,Prop=0.5)
## USING THE FUNCTION
Example <- DistHR(Survival = Data$Survival,Mdata = t(Data$Mdata),
Censor = Data$Censor,Reduce=FALSE,Select=15,Prognostic=Data$Prognostic,
Quantile = 0.5, nperm=10, case=2, Validation=c("L1based"))
## GET THE CLASS OF THE OBJECT
class(Example) # A "perm" Class
## METHOD THAT CAN BE USED FOR THIS CLASS
show(Example)
summary(Example)
plot(Example)
[Package MetabolicSurv version 1.1.2 Index]