[NMusers] "Connect the dots" approach for a time-varying covariate

From: Samtani, Mahesh [PRDUS] <MSamtani_at_prdus.jnj.com>
Date: Tue, 15 Jan 2008 16:52:44 -0500

Dear NMusers,
I wish to model a biomarker that is controlled by a time-varying =
variable. The temporal pattern of this time-varying variable is =
irregular which makes a parametric description of its profile somewhat =
difficult. I am hoping to use a "connect the dots" approach for this =
exercise i.e. linear interpolation for the time-varying variable in =
between the observation. I believe there are suggestions on the users =
net to modify the dataset to complete slopes and intercepts for each =
time interval. I was wondering if there is a simpler way to compute the =
linear interpolation on the fly within the control stream. Finally, the =
complicating issue is that the biomarker of interest needs an =
initialization of it's compartment since it doesn't start at zero.

I would greatly appreciate if someone has a code and example dataset for =
such an exercise.

Thanking the group in advance...Mahesh




Received on Tue Jan 15 2008 - 16:52:44 EST

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