I'm trying to perform survival analysis with R with rpy2 in ipython.
The following formulation fails:
%Rpush df
surv_fit = surv.coxph("Surv(start, end, status) ~ x", data=df)
> RRuntimeError: Error: $ operator is invalid for atomic vectors
But if I do it all using r magic, it works:
%Rpush df
%R surv.fit <- coxph(Surv(start, end, status) ~ x, data=df)
Is there an issue with the Surv object?
This is because %Rpush
is pushing the variable to R.
Your first example would then have to be: surv_fit = rpy2.robjects.r(""" surv.coxph(Surv(start, end, status) ~ x, data=df) """)
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