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st: Fwd: Proportional hazards violation in univariable v. multivariable analysis
From
Shervin Shirvani <[email protected]>
To
[email protected]
Subject
st: Fwd: Proportional hazards violation in univariable v. multivariable analysis
Date
Thu, 15 Aug 2013 09:59:16 -0700
Hi Statalisters,
This is a statistical query but I hope you may be able to provide some guidance.
I have a cancer data-set involving approximately 15 covariables and I
am interested in evaluating the effect of treatment assignment on
overall survival. The treatment assignment covariable is categorical
with 3 possible values.
As it happens, in unadjusted kaplan meier plots, the treated and
untreated curves cross, resulting in a violation of the proportional
hazards assumption. This is confirmed by a significant p-value using
-estat phtest- following -xi: stcox i.treatment-.
However, using -estat phtest, detail- on the final multivariable Cox
regression model, I note that the p-value for the treatment covariable
is no longer significant.
My question is: Is there a need to address proportional hazards in the
multivariable analysis (ie with a time-varying covariable) based on
the above findings?
Thank you very much in advance.
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