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Re: st: obtaining the hazard rate


From   Michael McCulloch <mm@pinest.org>
To   statalist@hsphsun2.harvard.edu
Subject   Re: st: obtaining the hazard rate
Date   Mon, 21 Apr 2008 14:19:42 -0700

Thank you kindly Maarten. I see from plotting the hazard curve the hazard changes over time. This is very helpful.


--- Michael McCulloch <mm@pinest.org> wrote:
 How does one get the hazard for each group separately with stcox?
 I've become somewhat blithely accustomed to usint stcox to get the
 hazard ratio comparing groups. What I'd like to do is get the hazards
 separately for each group.

 For example,
 use http://www.stata-press.com/data/cgg/hip2, clear
 stcox protect, exactp

 will give me the hazard ratio of hip fractures given wearing of
 protective device. But what are the hazards of fracture separately in
 the groups wearing, and not wearing, the device?
In many types of survival analyses, including stcox, the hazard changes
over time. The unique selling point of -stcox- is that this change in
hazard over time is not modeled, so you can't make an error in
specifying how the hazard rate changes over time (you can make errors
on how the hazard rate changes over other variables though). This is
why Cox regression is sometimes called semi-parametric. This point is
explained on pages 21--24 of
http://home.fsw.vu.nl/m.buis/wp/survival.html . Even though the hazard
rates are not directly estimated by -stcox-, you can recover them after
you have estimated a Cox model. In Stata you can do this using
-stcurve-.

Hope this helps,
Maarten


-----------------------------------------
Maarten L. Buis
Department of Social Research Methodology
Vrije Universiteit Amsterdam
Boelelaan 1081
1081 HV Amsterdam
The Netherlands

visiting address:
Buitenveldertselaan 3 (Metropolitan), room Z434

+31 20 5986715

http://home.fsw.vu.nl/m.buis/
-----------------------------------------


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