[R] How to access results of survival analysis
Uwe Ligges
ligges at statistik.uni-dortmund.de
Sat Feb 5 15:19:43 CET 2005
Heinz Tuechler wrote:
> Hello,
>
> it seems that the main results of survival analysis with package survival
> are shown only as side effects of the print method.
>
> If I compute e.g. a Kaplan-Meier estimate by
>
>>km.survdur<-survfit(s.survdur)
>
> then I can simply print the results by
>
>>km.survdur
>
> Call: survfit(formula = s.survdur)
>
> n events median 0.95LCL 0.95UCL
> 100.0 58.0 46.8 41.0 79.3
>
> Is there a simple method to access these results, e.g. if I want to print
> only the median with the confidence limits?
> Regarding the results of a Cox-PH-model I face the same situation. The
> printed results are:
>
>>cx.survdur.ipss_mds.sex
>
> Call:
> coxph(formula = s.survdur ~ x1 + x2, method = "efron")
>
> coef exp(coef) se(coef) z p
> x1 0.6424 1.90 0.206 3.123 0.0018
> x2.L 0.0616 1.06 0.263 0.234 0.8100
>
> Likelihood ratio test=9.56 on 2 df, p=0.0084 n=58 (42 observations
> deleted due to missing)
>
> Is there a simple method to copy e.g. the coefficients and p-values in a
> new object?
>
> I am working with:
> R : Copyright 2004, The R Foundation for Statistical Computing
> Version 2.0.1 (2004-11-15), ISBN 3-900051-07-0
> Survival package version: survival_2.16
> Operating System: Windows 98SE
>
> Thanks,
> Heinz Tüchler
>
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No, the print methods do not return those values.
But you can copy code for calculation of the required values from those
print methods into your own functions...
Uwe Ligges
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