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Re: st: Oprobit in first stage of two-step model


From   "Stas Kolenikov" <[email protected]>
To   [email protected]
Subject   Re: st: Oprobit in first stage of two-step model
Date   Thu, 18 Jan 2007 09:49:52 -0600

I would probably just stick with the ownership propensity, i.e., the
xb index from the first stage. That would let you run the M-T
estimation (or sandwich, from Hardin's paper) without major
modifications. I wouldn't think there would be any great efficiency
advantages from using the two probabilities that are constructed from
that propensity, and thus probably are highly correlated, anyway.

On 1/17/07, X W <[email protected]> wrote:
Thank you very much for you suggestions, Arne and
Stas.

The dependent variable in the first stage is a proxy
for ownership rights to land. In this case, 0
corresponds to no ownership rights (only user/renter
rights), 1 to partial ownership rights (with
stipulations on sale), and 2 to full ownership rights.
I have an instrument (z) to solve the endogeniety of
the ownership rights variable in the second stage
regression.

If there is another (easier??) approach that would fit
this application, I would be very grateful to hear it.
Otherwise, I will look into how to use Mata.

Thanks again!
Xinyi

--
Stas Kolenikov
http://stas.kolenikov.name
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