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st: new version seqlogit available from SSC
From
Maarten buis <[email protected]>
To
stata list <[email protected]>
Subject
st: new version seqlogit available from SSC
Date
Mon, 20 Sep 2010 08:49:28 +0000 (GMT)
Thanks to Kit Baum a new version of -seqlogit- is now available from
SSC. -seqlogit- is intended to model a process that consist of a number
of steps, for example education that consists of a step whether or not
to finish primary education, whether or not one finishes secondary
education given that one finished primary education, and whether one
finishes tertiary education given that one finishes tertiary education.
-seqlogit- also alows for more complex decision trees, for example in
some countries there is a branching point early on that separates
children between an academic and a vocational track.
The -seqlogit- package serves two purposes:
1) it implements an decomposition proposed in Chapter 6 of Buis (2010),
whereby the effect of a variable on the final outcome of the process
is decomposed as a weighted sum of the effects on passing each stage
and a weight assigned to these stages.
2) This model can potentially be more sensitive to unobserved
heterogeneity than other models. -seqlogit- allows you to estimate the
effects for many different types of scenarios concerning unobserved
heterogeneity, as was proposed in Chapter 7 of Buis (2010). This way
one can determine whether this is an issue for your data and the
hypotheses that you want to test. Moreover, if you find that
unobserved heterogeneity is a problem, these scenarios help you to
choose between possible models for correcting for it, as it will
indicate what kind of aspects are important. For example do we need to
worry about the possible correlation between the unobserved variables
and the observed variables during the first transition, or can we use
a random-effects-type model (which assumes that this correlation is
0).
This update has increased the number of scenarios that can be estimated
with -seqlogit-
To install it type in Stata:
ssc install seqlogit, replace
or:
adoupdate, update
-- Maarten
Buis, M.L. (2010) "Inequality of Educational Outcome and Inequality
of Educational Opportunity in the Netherlands during the 20th Century"
PhD thesis. Amsterdam: VU University Amsterdam.
<http://www.maartenbuis.nl/dissertation>
--------------------------
Maarten L. Buis
Institut fuer Soziologie
Universitaet Tuebingen
Wilhelmstrasse 36
72074 Tuebingen
Germany
http://www.maartenbuis.nl
--------------------------
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