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st: xtivreg/xtivreg2 - Linear growth model with endogenous variable
From
M M <[email protected]>
To
"[email protected]" <[email protected]>
Subject
st: xtivreg/xtivreg2 - Linear growth model with endogenous variable
Date
Tue, 10 Dec 2013 12:28:47 +0000
Dear all,
I have a linear growth model which I estimate in the following way (random intercept ands slope model):
xtmixed depvar indepvar_time indepvar_a indepvar_b || panel_id:indepvar_time indepvar_a indepvar_b, mle covariance(unstructured)
I have two questions on controlling for endogeneity issues in multilevel models (like the one described above), which I was not able to answer by googling and searching the Stata list archive:
1) If I assume that "indepvar_b" is endogenous, can I apply "xtivreg" or "xtivreg2" to estimate the same model and thus, use the lag of "indepvar_b" as an instrument to control for endogeneity. If no, is there any alternative?
2) If applying "xtivreg" or "xtivreg2" is possible, is there any command to get empirical bayes estimates/BLUP/EBLUP of the random effects (like it is possible with "xtmixed" - http://www.stata.com/statalist/archive/2005-04/msg00876.html).
Thanks for your help.
Best,
Markus
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