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Re: st: gllamm
Stas Kolenikov <firstname.lastname@example.org>
Re: st: gllamm
Mon, 20 Jul 2009 11:01:11 -0500
On Mon, Jul 20, 2009 at 9:16 AM, Arulampalam,
> Could someone please tell me whether the following model could be
> estimated in gllamm in stata?
The short answer is, "Yes, you can".
You did not ask for the long answer about "How do I do that?", but
here's a sketch: you would need to have four -eq- options for each of
the latent constructs to describe the observed measures of your latent
variables, and -bmatrix- that links the three exogenous variables to
the endogenous one. You would also need to put constraints on the
covariance structure of the latent variables: the exogenous ones
should be allowed to correlate, but their correlation with the error
term in the latent regression should be zero. If you have no
experience working with -gllamm-, that looks terrifying, but once you
spend three-four days trying this and that, it will gradually start
What you describe however looks like a reasonably standard SEM model
that can be estimated by pretty much any package if your data are
normal/continuous. If you don't have any budget constaints, get Mplus;
if you do, get R and figure out -sem- package there. I've had
convergence issues with it, but generally you can make it work.
Stas Kolenikov, also found at http://stas.kolenikov.name
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