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Re: st: Hazard model with multiple entry AND time varying controls?
From
Steve Samuels <[email protected]>
To
[email protected]
Subject
Re: st: Hazard model with multiple entry AND time varying controls?
Date
Thu, 2 Feb 2012 07:58:12 -0500
Although the examples in the FAQ have one record per spell and person, you can use Stata's usual techniques for accommodating time-varying covariates. Here is a line of data from Section 3.2.4 of the FAQ entry:
id group time0 time status number size str |
4. | 4 placebo 0 10 0 5 1 1
If covariates change between 0 & 10, you split the follow-up time into spans within which they are constant. See the multiple-record examples in the manual entry for -stset-; the final section "Using survival time data in Stata"; the examples in the entry for -stsplit-; and the sections on time-varying covariates in the manual entry for -stcox-.
Steve
[email protected]
On Feb 1, 2012, at 7:56 PM, Nick Eubank wrote:
Hi all,
Trying to run a hazard model with multiple ordered entry and time
varying controls. The only help I could find is this:
http://www.stata.com/support/faqs/stat/stmfail.html , but it doesn't
seem able to accommodate data in my format (where each individual has
different control variables for each year and can't be collapsed to a
single year).
To be specific, I have a time series of country regimes, and am
modeling transition from democracy to autocracy. Some countries "fail"
repeatedly after returning to democratic status. Control variables
(like income) are
time varying so I can't collapse to one line per event with an entry and
exit variable.
Any suggestions?
Thanks in advance!
Nick
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