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st: Time-varying covariates
From
Kyleigh Schraeder <[email protected]>
To
[email protected]
Subject
st: Time-varying covariates
Date
Thu, 10 May 2012 14:30:05 -0400
Hi,
I am running a cox regression model in survival analysis and I have a
question about time-varying covariates. I have a covariate that
describes subjects total waiting time (in days) by the end of their
observation period. At the beginning of the study (t=0), all subjects
were put on a wait-list. I have two groups of subjects: 1) still
waiting by the end of the study and 2) waited and received help (i.e.,
stopped waiting during study). I am interested in whether subjects'
waiting time impacts probability of the event of interest occuring.
I am wondering whether I should treat this waiting time covariate as
time-varying or not. If I treat this as a time-varying covariate, I'm
looking for the appropriate syntax. I tried the following syntax from
the example in the Stata manual under 'Cox regression with discrete
time-varying covariates' but I'm not sure if it's appropriate for my
question.
Target event = Event_A
EventTime_A = Study time (time to event)
Waiting_Status = grouping variable
stcox Wait_Time_A, tvc(Wait_Time_A) texp(.1*(_t))
Example of my datasetup in Stata:
id_1 Waiting_Status_A Wait_Time_A Event_A EventTime_A
16 2 120 0 176
29 2 180 0 528
31 2 267 1 121
34 1 113 0 113
68 1 281 0 281
Thank you for your help!
K
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