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st: fixed effects with error autocorrelation coefficient that varies across larger units that panels nest into?
From
Adam Storeygard <[email protected]>
To
<[email protected]>
Subject
st: fixed effects with error autocorrelation coefficient that varies across larger units that panels nest into?
Date
Thu, 20 Feb 2014 15:54:11 -0500
Dear Statalist,
Is there a Stata command (ideally accessible in version 12.1)
implementing a fixed effects (within) estimator of a panel model with
AR(1) disturbances such that the autocorrelation coefficient is allowed
to vary across larger units that the panel units nest into?
Somewhat more formally, I would like to estimate:
y_it = a + x_it * B + u_i + e_it
where
e_it = rho_c * e_i,t-1 + z_it
and z_it is independent and identically distributed. i indexes
individuals, c indexes cities (individuals nest within cities), and t
indexes years. I would be running this on a balanced panel of 100 to
1000 individuals (nested in 5 to 50 cities) for 10 to 20 years.
-xtregar- (version 1.5.2 27jan2012) would be suitable except that it
does not, as far as I can tell, allow the autocorrelation coefficient
rho to vary by city. -xtgls- (version 2.4.2 03feb2011) has the
-corr(psar1)- option allowing the autocorrelation coefficient to vary by
individual, which does not impose as much structure as I would like, and
is not a fixed effects (within) estimator.
Thank you for your consideration,
Adam
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