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Article #3659

Weibull hazard models and time-varying covariates

#3659
From: Walter Davis
Date: Thu, 19 Dec 1991 03:35
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hi all,

I need to estimate a hazard model using a Weibull distribution that
also has time-varying covariates.  In this case, at least one
covariate changes for each time period, so in a sense noone has
a spell longer than 1.  I've looked at the BMDP, LIMDEP and
SAS (both PHREG and LIFEREG) procedures and none of them seem
able to handle time-varying covariates AND a Weibull distribution.

I have found an article by Trond Peterson (Soc. Methods and Research,
1986) which says such models are possible and gives BMDP/FORTRAN
code for estimating an exponential model.  I could derive similar
code for the Weibull, but I would much rather have a tested,
easy procedure.

So, any advice?  Is there some way to either trick a proportional
hazards procedure or a Weibull-capable procedure into doing
this type of model.  Is there a package which handles these
directly?

thanks for your help,

Walter Davis <WDAVIS@UNCVM1>
Department of Sociology
UNC - Chapel Hill
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From: WDAVIS@UNCVM1.BITNET (Walter Davis)
Newsgroups: bit.listserv.stat-l
Subject: Weibull hazard models and time-varying covariates
Message-ID: <STAT-L%91121822455833@VM1.MCGILL.CA>
Date: 19 Dec 91 03:35:50 GMT
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