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st: Dependent variable in a tobit model
From
Estrella Gomez <[email protected]>
To
[email protected]
Subject
st: Dependent variable in a tobit model
Date
Mon, 15 Nov 2010 11:19:24 +0100
Dear Statalist:
I am estimating a gravity equation of exports and I have decided to
use tobit model, since the number of zeros in the dataset is high.
This model is usually estimated in its loglinear version. However, if
I use the logarithm of trade as dependent variable, the zeros are
dropped (since the logarithm of zero is unfeasible).
This is the command I have introduced in Stata 11:
xttobit lxi lGDP_i lGDP_j contig comla smctry ldist RTAboth i.exporter
i.importer i.year, ll(0)
where "lxi" is the logarithm of exports and the independent variables
are the standard variables in a gravity equation
Of course, the number of censored observations is zero, since the
dependent variable is introduced in logs. I think this is not correct,
but I have seen this specification in most of the gravity-related
articles
Could somebody help me with this?
In addition, I do not know if it is correct to introduce exporter,
importer and time effects in the model
Thank you in advance,
Estrella Gómez
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