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Re: st: R: Estimating the probability of censoring
Antoine Terracol made the brilliant suggestion of estimating
probability of censoring, based on -stcox- with specifying the
baseline hazard option basechazard(). In studying the manual (v9,
page 147) section on the Technical Note for Example 7 of -stcox-, I
read that specifying the baseline hazard option requires all
variables to make sense if they would be equal to zero (which of
course would not be the case with a variable such as age). That makes
sense to me.
At the bottom of that page, I read that this can be resolved by
subtracting mean age from each subject's age. Is this what is
referred to as "centering on age"?
Michael
Antoine Terracol wrote:
Michael,
What is calculated here is the survival function at time t
conditional on covariates, i.e., in your case, the probability that
the subjects time-to-censoring will be greater than t if dying from
cancer was not a risk.
Of course, this is because Michael specified
. stset studytime, failure(died==0)
i.e. he is modelling time-to-censoring instead of the usual time-to-failure.
Antoine
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