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st: Dummies for Instruments using "IVQREG"


From   Jim Bang <[email protected]>
To   [email protected]
Subject   st: Dummies for Instruments using "IVQREG"
Date   Tue, 30 Jul 2013 12:30:48 -0500

Statalist,
I am estimating expenditures for a model with potentially endogenous
regressors at various quantiles using IVQREG.
I seem to have trouble obtaining standard error estimates for my model
because I am including dummies for region and occupation, and I am
using dummy variables for instruments in my first stage estimates.
The initial 2SLS results compute fine. In the grid search, I get the
following warning:

Warning:  variance matrix is nonsymmetric or highly singular

The routine does not report standard errors; only coefficients. Does
anyone know of a possible bug in the program that might make the SE's
unstable when there are dummy variables in the instrument list and/or
controls. I get a similar error when I am estimating the model with
non-dummy instruments, if there is a substantial number of dummy
variables in the list of exogenous controls.
Best,
Jim
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