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st: Convert Odds Ratios to Risk Ratios after clogit?
From
Marcel Raab <[email protected]>
To
[email protected]
Subject
st: Convert Odds Ratios to Risk Ratios after clogit?
Date
Thu, 13 Mar 2014 13:48:58 +0100
Dear Statalisters,
although I am aware of the criticism that has been raised against
converting Odds Ratios to Risk Ratios I was wondering if the formula
proposed by Zhang and Yu (1998) can also be used in the context of a
fixed effects model. As the -oddsrisk- module does not work for this
purpose I was trying to apply the formula manually
RR = OR / ((1 - pu) + (pu * OR))
(pu = incidence rate of the unexposed group)
Here is my example:
. webuse union, clear
. clogit union age grade not_smsa, group(idcode) or
. sum union if not_smsa == 0 & e(sample) // mean is pu(?)
. display exp(_b[not_smsa]) / ((1 - r(mean)) + (exp(_b[not_smsa]) *
r(mean)))
In the example the OR = .9673623 and the RR = .97958943.
I read about the conversion of ORs to RRs only recently and I am
definitely not an expert in the field of non linear models. Hence, I
would be very glad if anyone could help me with this issue.
Is it appropriate to convert ORs in RRs in a clogit context like
suggested above?
Is there an alternative/superior method to do it? And finally, if it is
possible what would be the best way to obtain confidence intervals for
the RRs?
Thanks for your consideration,
Marcel
--
Reference:
J. Zhang and K. Yu, 1998. What's the Relative Risk, JAMA, Vol 280, No
19, pp 1690-1691.
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